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Invited Talk
Wed Dec 11 08:30 AM -- 09:20 AM (PST) @ West Exhibition Hall C + B3
Social Intelligence
Break
Wed Dec 11 09:20 AM -- 10:05 AM (PST) @ West and East
coffee Break
Oral
Wed Dec 11 10:05 AM -- 10:20 AM (PST) @ West Exhibition Hall A
A neurally plausible model learns successor representations in partially observable environments
Oral
Wed Dec 11 10:05 AM -- 10:20 AM (PST) @ West Ballroom C
Faster width-dependent algorithm for mixed packing and covering LPs
Oral
Wed Dec 11 10:05 AM -- 10:20 AM (PST) @ West Ballroom A + B
Fast and Accurate Least-Mean-Squares Solvers
Oral
Wed Dec 11 10:05 AM -- 10:20 AM (PST) @ West Exhibition Hall C + B3
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations
Spotlight
Wed Dec 11 10:20 AM -- 10:25 AM (PST) @ West Exhibition Hall A
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections
Spotlight
Wed Dec 11 10:20 AM -- 10:25 AM (PST) @ West Ballroom C
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models
Spotlight
Wed Dec 11 10:20 AM -- 10:25 AM (PST) @ West Ballroom A + B
Calibration tests in multi-class classification: A unifying framework
Spotlight
Wed Dec 11 10:20 AM -- 10:25 AM (PST) @ West Exhibition Hall C + B3
A Condition Number for Joint Optimization of Cycle-Consistent Networks
Spotlight
Wed Dec 11 10:25 AM -- 10:30 AM (PST) @ West Exhibition Hall A
VIREL: A Variational Inference Framework for Reinforcement Learning
Spotlight
Wed Dec 11 10:25 AM -- 10:30 AM (PST) @ West Ballroom C
Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay
Spotlight
Wed Dec 11 10:25 AM -- 10:30 AM (PST) @ West Ballroom A + B
Verified Uncertainty Calibration
Spotlight
Wed Dec 11 10:25 AM -- 10:30 AM (PST) @ West Exhibition Hall C + B3
Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution
Spotlight
Wed Dec 11 10:30 AM -- 10:35 AM (PST) @ West Exhibition Hall A
Unsupervised Curricula for Visual Meta-Reinforcement Learning
Spotlight
Wed Dec 11 10:30 AM -- 10:35 AM (PST) @ West Ballroom C
Smoothing Structured Decomposable Circuits
Spotlight
Wed Dec 11 10:30 AM -- 10:35 AM (PST) @ West Ballroom A + B
Fast structure learning with modular regularization
Spotlight
Wed Dec 11 10:30 AM -- 10:35 AM (PST) @ West Exhibition Hall C + B3
Probabilistic Watershed: Sampling all spanning forests for seeded segmentation and semi-supervised learning
Spotlight
Wed Dec 11 10:35 AM -- 10:40 AM (PST) @ West Exhibition Hall A
Policy Continuation with Hindsight Inverse Dynamics
Spotlight
Wed Dec 11 10:35 AM -- 10:40 AM (PST) @ West Ballroom C
Counting the Optimal Solutions in Graphical Models
Spotlight
Wed Dec 11 10:35 AM -- 10:40 AM (PST) @ West Ballroom A + B
Principal Component Projection and Regression in Nearly Linear Time through Asymmetric SVRG
Spotlight
Wed Dec 11 10:35 AM -- 10:40 AM (PST) @ West Exhibition Hall C + B3
DM2C: Deep Mixed-Modal Clustering
Spotlight
Wed Dec 11 10:40 AM -- 10:45 AM (PST) @ West Exhibition Hall A
Learning Reward Machines for Partially Observable Reinforcement Learning
Spotlight
Wed Dec 11 10:40 AM -- 10:45 AM (PST) @ West Ballroom C
Combining Generative and Discriminative Models for Hybrid Inference
Spotlight
Wed Dec 11 10:40 AM -- 10:45 AM (PST) @ West Ballroom A + B
PIDForest: Anomaly Detection via Partial Identification
Spotlight
Wed Dec 11 10:40 AM -- 10:45 AM (PST) @ West Exhibition Hall C + B3
Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #1
A Meta-Analysis of Overfitting in Machine Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #2
A Necessary and Sufficient Stability Notion for Adaptive Generalization
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #3
Model Similarity Mitigates Test Set Overuse
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #4
Optimal Sampling and Clustering in the Stochastic Block Model
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #5
A Debiased MDI Feature Importance Measure for Random Forests
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #6
A Refined Margin Distribution Analysis for Forest Representation Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #7
Faster Boosting with Smaller Memory
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #8
Margin-Based Generalization Lower Bounds for Boosted Classifiers
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #9
Minimal Variance Sampling in Stochastic Gradient Boosting
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #10
MonoForest framework for tree ensemble analysis
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #11
Regularized Gradient Boosting
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #12
Rethinking Generative Mode Coverage: A Pointwise Guaranteed Approach
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #13
An Adaptive Empirical Bayesian Method for Sparse Deep Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #14
AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #15
Constraint-based Causal Structure Learning with Consistent Separating Sets
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #16
Fast structure learning with modular regularization
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #17
Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #18
Learning Erdos-Renyi Random Graphs via Edge Detecting Queries
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #19
Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #20
Fast and Accurate Least-Mean-Squares Solvers
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #21
Partitioning Structure Learning for Segmented Linear Regression Trees
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #22
Sparse High-Dimensional Isotonic Regression
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #23
Total Least Squares Regression in Input Sparsity Time
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #24
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #25
Are Anchor Points Really Indispensable in Label-Noise Learning?
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #26
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #27
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #28
Graph Agreement Models for Semi-Supervised Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #29
Graph-Based Semi-Supervised Learning with Non-ignorable Non-response
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #30
HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #31
A Condition Number for Joint Optimization of Cycle-Consistent Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #32
MixMatch: A Holistic Approach to Semi-Supervised Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #33
Uncoupled Regression from Pairwise Comparison Data
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #34
Unlabeled Data Improves Adversarial Robustness
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #35
Accurate Layerwise Interpretable Competence Estimation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #36
Accurate Uncertainty Estimation and Decomposition in Ensemble Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #37
Addressing Failure Prediction by Learning Model Confidence
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #38
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #39
Calibration tests in multi-class classification: A unifying framework
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #40
Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #41
Computing Full Conformal Prediction Set with Approximate Homotopy
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #42
Conformalized Quantile Regression
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #43
Deep Gamblers: Learning to Abstain with Portfolio Theory
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #44
Likelihood Ratios for Out-of-Distribution Detection
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #45
Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #46
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #47
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #48
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #49
Reliable training and estimation of variance networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #50
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #51
Single-Model Uncertainties for Deep Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #52
The Functional Neural Process
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #53
Uncertainty on Asynchronous Time Event Prediction
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #54
Verified Uncertainty Calibration
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #55
Coresets for Archetypal Analysis
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #56
Multivariate Triangular Quantile Maps for Novelty Detection
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #57
Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #58
High-Quality Self-Supervised Deep Image Denoising
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #59
Object landmark discovery through unsupervised adaptation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #60
PIDForest: Anomaly Detection via Partial Identification
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #61
Robust Principal Component Analysis with Adaptive Neighbors
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #62
DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #63
DM2C: Deep Mixed-Modal Clustering
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #64
ETNet: Error Transition Network for Arbitrary Style Transfer
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #65
Joint-task Self-supervised Learning for Temporal Correspondence
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #66
Learning Conditional Deformable Templates with Convolutional Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #67
Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #68
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #69
NeurVPS: Neural Vanishing Point Scanning via Conic Convolution
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #70
Saccader: Improving Accuracy of Hard Attention Models for Vision
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #71
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #72
Stand-Alone Self-Attention in Vision Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #73
Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #74
Volumetric Correspondence Networks for Optical Flow
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #75
Zero-Shot Semantic Segmentation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #76
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #77
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #78
Learnable Tree Filter for Structure-preserving Feature Transform
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #79
Memory-oriented Decoder for Light Field Salient Object Detection
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #80
Multi-source Domain Adaptation for Semantic Segmentation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #81
Probabilistic Watershed: Sampling all spanning forests for seeded segmentation and semi-supervised learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #82
Region Mutual Information Loss for Semantic Segmentation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #83
Topology-Preserving Deep Image Segmentation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #84
Unsupervised Object Segmentation by Redrawing
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #85
PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #86
Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #87
Consistency-based Semi-supervised Learning for Object detection
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #88
FreeAnchor: Learning to Match Anchors for Visual Object Detection
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #89
One-Shot Object Detection with Co-Attention and Co-Excitation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #90
Learning-In-The-Loop Optimization: End-To-End Control And Co-Design Of Soft Robots Through Learned Deep Latent Representations
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #91
Multiple Futures Prediction
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #92
Neural Lyapunov Control
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #93
On Single Source Robustness in Deep Fusion Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #94
Third-Person Visual Imitation Learning via Decoupled Hierarchical Controller
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #95
Adaptively Aligned Image Captioning via Adaptive Attention Time
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #96
Multiview Aggregation for Learning Category-Specific Shape Reconstruction
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #97
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #98
Weakly Supervised Instance Segmentation using the Bounding Box Tightness Prior
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #99
Combining Generative and Discriminative Models for Hybrid Inference
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #100
Deep Model Transferability from Attribution Maps
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #101
Focused Quantization for Sparse CNNs
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #102
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #103
Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #104
Normalization Helps Training of Quantized LSTM
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #105
Post training 4-bit quantization of convolutional networks for rapid-deployment
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #106
SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #107
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #108
Deep Generative Video Compression
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #109
A Model to Search for Synthesizable Molecules
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #110
BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #111
Classification Accuracy Score for Conditional Generative Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #112
Discrete Flows: Invertible Generative Models of Discrete Data
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #113
First Order Motion Model for Image Animation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #114
G2SAT: Learning to Generate SAT Formulas
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #115
Multi-objects Generation with Amortized Structural Regularization
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #116
Neural Multisensory Scene Inference
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #117
Neural Spline Flows
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #118
Progressive Augmentation of GANs
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #119
Quantum Wasserstein Generative Adversarial Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #120
Energy-Inspired Models: Learning with Sampler-Induced Distributions
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #121
Sequence Modeling with Unconstrained Generation Order
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #122
Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #123
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #124
Unsupervised Learning of Object Keypoints for Perception and Control
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #125
Combinatorial Inference against Label Noise
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #126
Deep Signature Transforms
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #127
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #128
Implicit Semantic Data Augmentation for Deep Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #129
Is Deeper Better only when Shallow is Good?
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #130
No-Press Diplomacy: Modeling Multi-Agent Gameplay
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #131
Riemannian batch normalization for SPD neural networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #132
A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #133
Manifold-regression to predict from MEG/EEG brain signals without source modeling
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #134
Inducing brain-relevant bias in natural language processing models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #135
Deep Multi-State Dynamic Recurrent Neural Networks Operating on Wavelet Based Neural Features for Robust Brain Machine Interfaces
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #136
Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #137
Efficient characterization of electrically evoked responses for neural interfaces
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #138
Enabling hyperparameter optimization in sequential autoencoders for spiking neural data
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #139
Learning Macroscopic Brain Connectomes via Group-Sparse Factorization
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #140
Coordinated hippocampal-entorhinal replay as structural inference
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #141
Disentangled behavioural representations
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #142
Teaching Multiple Concepts to a Forgetful Learner
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #143
Anti-efficient encoding in emergent communication
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #144
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #145
A coupled autoencoder approach for multi-modal analysis of cell types
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #146
A neurally plausible model learns successor representations in partially observable environments
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #147
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #148
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #149
Weight Agnostic Neural Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #150
Metamers of neural networks reveal divergence from human perceptual systems
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #151
Interval timing in deep reinforcement learning agents
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #152
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #153
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #154
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #155
Perceiving the arrow of time in autoregressive motion
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #157
A Latent Variational Framework for Stochastic Optimization
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #158
A Stochastic Composite Gradient Method with Incremental Variance Reduction
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #159
A Universally Optimal Multistage Accelerated Stochastic Gradient Method
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #160
On the convergence of single-call stochastic extra-gradient methods
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #161
On the Ineffectiveness of Variance Reduced Optimization for Deep Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #162
Principal Component Projection and Regression in Nearly Linear Time through Asymmetric SVRG
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #163
Understanding the Role of Momentum in Stochastic Gradient Methods
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #164
Adaptive Sequence Submodularity
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #165
Fast Decomposable Submodular Function Minimization using Constrained Total Variation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #166
Fast Parallel Algorithms for Statistical Subset Selection Problems
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #167
Interlaced Greedy Algorithm for Maximization of Submodular Functions in Nearly Linear Time
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #168
Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #169
Stochastic Continuous Greedy ++: When Upper and Lower Bounds Match
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #170
Submodular Function Minimization with Noisy Evaluation Oracle
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #171
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #172
Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #173
Random Tessellation Forests
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #174
Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #175
Hyper-Graph-Network Decoders for Block Codes
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #176
An Algorithm to Learn Polytree Networks with Hidden Nodes
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #177
Approximating the Permanent by Sampling from Adaptive Partitions
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #178
Bayesian Joint Estimation of Multiple Graphical Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #179
Counting the Optimal Solutions in Graphical Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #180
Direct Estimation of Differential Functional Graphical Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #181
On Tractable Computation of Expected Predictions
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #182
Smoothing Structured Decomposable Circuits
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #183
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #184
Structured Graph Learning Via Laplacian Spectral Constraints
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #185
Bayesian Learning of Sum-Product Networks
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #186
Latent distance estimation for random geometric graphs
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #187
The continuous Bernoulli: fixing a pervasive error in variational autoencoders
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #188
Discriminative Topic Modeling with Logistic LDA
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #189
Precision-Recall Balanced Topic Modelling
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #190
Scalable inference of topic evolution via models for latent geometric structures
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #191
Compositional Plan Vectors
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #192
Online Optimal Control with Linear Dynamics and Predictions: Algorithms and Regret Analysis
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #193
Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #194
Policy Continuation with Hindsight Inverse Dynamics
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #195
DAC: The Double Actor-Critic Architecture for Learning Options
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #196
Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #197
Language as an Abstraction for Hierarchical Deep Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #198
Learning Robust Options by Conditional Value at Risk Optimization
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #199
The Option Keyboard: Combining Skills in Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #200
A Geometric Perspective on Optimal Representations for Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #201
A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #202
Constrained Reinforcement Learning Has Zero Duality Gap
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #203
Distributional Reward Decomposition for Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #204
Divergence-Augmented Policy Optimization
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #205
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #206
Fast Efficient Hyperparameter Tuning for Policy Gradient Methods
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #207
Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #208
Fully Parameterized Quantile Function for Distributional Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #209
Intrinsically Efficient, Stable, and Bounded Off-Policy Evaluation for Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #210
Learning Reward Machines for Partially Observable Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #211
Off-Policy Evaluation via Off-Policy Classification
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #212
SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #213
Variance Reduced Policy Evaluation with Smooth Function Approximation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #214
VIREL: A Variational Inference Framework for Reinforcement Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #215
A Robust Non-Clairvoyant Dynamic Mechanism for Contextual Auctions
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #216
Equitable Stable Matchings in Quadratic Time
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #217
Fast and Furious Learning in Zero-Sum Games: Vanishing Regret with Non-Vanishing Step Sizes
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #218
Learning Auctions with Robust Incentive Guarantees
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #219
Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #220
Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #221
An Embedding Framework for Consistent Polyhedral Surrogates
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #222
Covariate-Powered Empirical Bayes Estimation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #223
Learning Bayesian Networks with Low Rank Conditional Probability Tables
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #224
Learning to Screen
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #225
Limits of Private Learning with Access to Public Data
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #226
Multiclass Performance Metric Elicitation
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #227
On the Value of Target Data in Transfer Learning
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #228
Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #229
Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #230
Rates of Convergence for Large-scale Nearest Neighbor Classification
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #231
What Can ResNet Learn Efficiently, Going Beyond Kernels?
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #232
Faster width-dependent algorithm for mixed packing and covering LPs
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #233
First order expansion of convex regularized estimators
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #234
On the number of variables to use in principal component regression
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #235
Implicit Regularization for Optimal Sparse Recovery
Poster
Wed Dec 11 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #236
The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies
Break
Wed Dec 11 12:45 PM -- 02:15 PM (PST)
lunch Break on Your Own
Invited Talk (Posner Lecture)
Wed Dec 11 02:15 PM -- 03:05 PM (PST) @ West Exhibition Hall C + B3
From System 1 Deep Learning to System 2 Deep Learning
[
Slides]
Break
Wed Dec 11 03:05 PM -- 03:50 PM (PST) @ West and East
Coffee Break
Oral
Wed Dec 11 03:50 PM -- 04:05 PM (PST) @ West Exhibition Hall A
Batched Multi-armed Bandits Problem
Oral
Wed Dec 11 03:50 PM -- 04:05 PM (PST) @ West Ballroom C
Efficient and Thrifty Voting by Any Means Necessary
Oral
Wed Dec 11 03:50 PM -- 04:05 PM (PST) @ West Ballroom A + B
Guided Similarity Separation for Image Retrieval
Oral
Wed Dec 11 03:50 PM -- 04:05 PM (PST) @ West Exhibition Hall C + B3
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup
Spotlight
Wed Dec 11 04:05 PM -- 04:10 PM (PST) @ West Exhibition Hall A
Are sample means in multi-armed bandits positively or negatively biased?
Spotlight
Wed Dec 11 04:05 PM -- 04:10 PM (PST) @ West Ballroom C
Finding Friend and Foe in Multi-Agent Games
Spotlight
Wed Dec 11 04:05 PM -- 04:10 PM (PST) @ West Ballroom A + B
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes
Spotlight
Wed Dec 11 04:05 PM -- 04:10 PM (PST) @ West Exhibition Hall C + B3
Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals
Spotlight
Wed Dec 11 04:10 PM -- 04:15 PM (PST) @ West Exhibition Hall A
SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits
Spotlight
Wed Dec 11 04:10 PM -- 04:15 PM (PST) @ West Ballroom C
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium
Spotlight
Wed Dec 11 04:10 PM -- 04:15 PM (PST) @ West Ballroom A + B
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
Spotlight
Wed Dec 11 04:10 PM -- 04:15 PM (PST) @ West Exhibition Hall C + B3
Limitations of Lazy Training of Two-layers Neural Network
Spotlight
Wed Dec 11 04:15 PM -- 04:20 PM (PST) @ West Exhibition Hall A
Recovering Bandits
Spotlight
Wed Dec 11 04:15 PM -- 04:20 PM (PST) @ West Ballroom C
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games
Spotlight
Wed Dec 11 04:15 PM -- 04:20 PM (PST) @ West Ballroom A + B
Efficient Meta Learning via Minibatch Proximal Update
Spotlight
Wed Dec 11 04:15 PM -- 04:20 PM (PST) @ West Exhibition Hall C + B3
Generalization Bounds for Neural Networks via Approximate Description Length
Spotlight
Wed Dec 11 04:20 PM -- 04:25 PM (PST) @ West Exhibition Hall A
Model Selection for Contextual Bandits
Spotlight
Wed Dec 11 04:20 PM -- 04:25 PM (PST) @ West Ballroom C
Multiagent Evaluation under Incomplete Information
Spotlight
Wed Dec 11 04:20 PM -- 04:25 PM (PST) @ West Ballroom A + B
Reconciling meta-learning and continual learning with online mixtures of tasks
Spotlight
Wed Dec 11 04:20 PM -- 04:25 PM (PST) @ West Exhibition Hall C + B3
Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity
Oral
Wed Dec 11 04:25 PM -- 04:40 PM (PST) @ West Exhibition Hall A
Strategizing against No-regret Learners
Oral
Wed Dec 11 04:25 PM -- 04:40 PM (PST) @ West Ballroom C
Distribution-Independent PAC Learning of Halfspaces with Massart Noise
Oral
Wed Dec 11 04:25 PM -- 04:40 PM (PST) @ West Ballroom A + B
Geometry-Aware Neural Rendering
Oral
Wed Dec 11 04:25 PM -- 04:40 PM (PST) @ West Exhibition Hall C + B3
On Making Stochastic Classifiers Deterministic
Spotlight
Wed Dec 11 04:40 PM -- 04:45 PM (PST) @ West Exhibition Hall A
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization
Spotlight
Wed Dec 11 04:40 PM -- 04:45 PM (PST) @ West Ballroom C
Graph-based Discriminators: Sample Complexity and Expressiveness
Spotlight
Wed Dec 11 04:40 PM -- 04:45 PM (PST) @ West Ballroom A + B
Learning by Abstraction: The Neural State Machine
Spotlight
Wed Dec 11 04:40 PM -- 04:45 PM (PST) @ West Exhibition Hall C + B3
Cold Case: The Lost MNIST Digits
Spotlight
Wed Dec 11 04:45 PM -- 04:50 PM (PST) @ West Exhibition Hall A
Learning in Generalized Linear Contextual Bandits with Stochastic Delays
Spotlight
Wed Dec 11 04:45 PM -- 04:50 PM (PST) @ West Ballroom C
Nearly Tight Bounds for Robust Proper Learning of Halfspaces with a Margin
Spotlight
Wed Dec 11 04:45 PM -- 04:50 PM (PST) @ West Ballroom A + B
Heterogeneous Graph Learning for Visual Commonsense Reasoning
Spotlight
Wed Dec 11 04:45 PM -- 04:50 PM (PST) @ West Exhibition Hall C + B3
An adaptive nearest neighbor rule for classification
Spotlight
Wed Dec 11 04:50 PM -- 04:55 PM (PST) @ West Exhibition Hall A
Optimal Stochastic and Online Learning with Individual Iterates
Spotlight
Wed Dec 11 04:50 PM -- 04:55 PM (PST) @ West Ballroom C
McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds
Spotlight
Wed Dec 11 04:50 PM -- 04:55 PM (PST) @ West Ballroom A + B
Self-Critical Reasoning for Robust Visual Question Answering
Spotlight
Wed Dec 11 04:50 PM -- 04:55 PM (PST) @ West Exhibition Hall C + B3
Multilabel reductions: what is my loss optimising?
Spotlight
Wed Dec 11 04:55 PM -- 05:00 PM (PST) @ West Exhibition Hall A
Online Learning via the Differential Privacy Lens
Spotlight
Wed Dec 11 04:55 PM -- 05:00 PM (PST) @ West Ballroom C
The Broad Optimality of Profile Maximum Likelihood
Spotlight
Wed Dec 11 04:55 PM -- 05:00 PM (PST) @ West Ballroom A + B
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
Spotlight
Wed Dec 11 04:55 PM -- 05:00 PM (PST) @ West Exhibition Hall C + B3
Optimal Sparse Decision Trees
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #801
Melody Slot Machine
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #802
Smart Home Appliances: Chat with your Fridge
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #803
Shared Mobile-Cloud Inference for Collaborative Intelligence
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #804
Project BB: Bringing AI to the Command Line
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #806
Immersions - How Does Music Sound to Artificial Ears?
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #807
The Option Keyboard: Combining Skills in Reinforcement Learning
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #808
AllenNLP Interpret: Explaining Predictions of NLP Models
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #809___1
Deep Space-Time Prior for Realtime Mobile Novel View Synthesis
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #809___0
Passcode: A cooperative word guessing game between a human and AI agent
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #810
AIDEme: An active learning based system for interactive exploration of large datasets
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #811
BIM-GAN: a sketch to layout, 3D, and VR tool for architectural floor plan design
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #812
One-on-one fitness training with an AI avatar
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #813
Real Time CFD simulations with 3D Mesh Convolutional Networks
In
Demos Wed
Demonstration
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #814
F1/10: An open-source 1/10th scale platform for autonomous racing and reinforcement learning
In
Demos Wed
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #1
Improved Regret Bounds for Bandit Combinatorial Optimization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #2
Learning in Generalized Linear Contextual Bandits with Stochastic Delays
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #3
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #4
MaxGap Bandit: Adaptive Algorithms for Approximate Ranking
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #5
Model Selection for Contextual Bandits
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #6
No-Regret Learning in Unknown Games with Correlated Payoffs
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #7
Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #8
Pure Exploration with Multiple Correct Answers
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #9
Recovering Bandits
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #10
Sequential Experimental Design for Transductive Linear Bandits
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #11
SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #12
Are sample means in multi-armed bandits positively or negatively biased?
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #13
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #14
Multilabel reductions: what is my loss optimising?
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #15
Optimal Sparse Decision Trees
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #16
Markov Random Fields for Collaborative Filtering
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #17
Regularized Weighted Low Rank Approximation
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #18
Adaptive Cross-Modal Few-shot Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #19
Cross Attention Network for Few-shot Classification
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #20
Incremental Few-Shot Learning with Attention Attractor Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #21
Learning to Self-Train for Semi-Supervised Few-Shot Classification
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #22
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #23
Transductive Zero-Shot Learning with Visual Structure Constraint
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #24
Unsupervised Meta-Learning for Few-Shot Image Classification
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #25
Zero-shot Learning via Simultaneous Generating and Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #26
Efficient Meta Learning via Minibatch Proximal Update
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #27
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #28
Learning to Learn By Self-Critique
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #29
MetaInit: Initializing learning by learning to initialize
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #30
Metalearned Neural Memory
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #31
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #32
Neural Relational Inference with Fast Modular Meta-learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #33
Online-Within-Online Meta-Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #34
Learning to Optimize in Swarms
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #35
Unsupervised Curricula for Visual Meta-Reinforcement Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #36
Curvilinear Distance Metric Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #37
Fast Low-rank Metric Learning for Large-scale and High-dimensional Data
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #38
Metric Learning for Adversarial Robustness
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #39
Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #40
Continual Unsupervised Representation Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #41
Gradient based sample selection for online continual learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #42
Learning New Tricks From Old Dogs: Multi-Source Transfer Learning From Pre-Trained Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #43
Learning Sample-Specific Models with Low-Rank Personalized Regression
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #44
MCP: Learning Composable Hierarchical Control with Multiplicative Compositional Policies
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #45
Transfer Anomaly Detection by Inferring Latent Domain Representations
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #46
Transferable Normalization: Towards Improving Transferability of Deep Neural Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #47
Uncertainty-based Continual Learning with Adaptive Regularization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #48
Bandits with Feedback Graphs and Switching Costs
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #49
Batched Multi-armed Bandits Problem
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #50
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #51
Equipping Experts/Bandits with Long-term Memory
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #52
Large Scale Markov Decision Processes with Changing Rewards
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #53
Online Learning via the Differential Privacy Lens
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #54
Online Normalization for Training Neural Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #55
Online Prediction of Switching Graph Labelings with Cluster Specialists
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #56
Secretary Ranking with Minimal Inversions
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #57
Learning Mixtures of Plackett-Luce Models from Structured Partial Orders
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #58
On Sample Complexity Upper and Lower Bounds for Exact Ranking from Noisy Comparisons
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #59
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #60
A Flexible Generative Framework for Graph-based Semi-supervised Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #61
Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #62
Diffusion Improves Graph Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #63
Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #64
Hyperbolic Graph Convolutional Neural Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #65
Hyperbolic Graph Neural Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #66
Implicitly learning to reason in first-order logic
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #67
Learning Disentangled Representations for Recommendation
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #68
Multi-relational Poincaré Graph Embeddings
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #69
On the equivalence between graph isomorphism testing and function approximation with GNNs
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #70
Probabilistic Logic Neural Networks for Reasoning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #71
A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #72
Learning Deterministic Weighted Automata with Queries and Counterexamples
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #73
Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #74
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #75
DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #76
FastSpeech: Fast, Robust and Controllable Text to Speech
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #77
MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #78
Adaptive GNN for Image Analysis and Editing
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #79
Few-shot Video-to-Video Synthesis
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #80
Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #81
Image Synthesis with a Single (Robust) Classifier
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #82
Correlated Uncertainty for Learning Dense Correspondences from Noisy Labels
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #83
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #84
Drill-down: Interactive Retrieval of Complex Scenes using Natural Language Queries
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #85
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #86
Guided Similarity Separation for Image Retrieval
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #87
Incremental Scene Synthesis
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #88
Multi-mapping Image-to-Image Translation via Learning Disentanglement
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #89
Neural Diffusion Distance for Image Segmentation
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #90
Predicting the Politics of an Image Using Webly Supervised Data
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #91
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #92
Cross-Modal Learning with Adversarial Samples
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #93
Möbius Transformation for Fast Inner Product Search on Graph
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #94
DiskANN: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #95
Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #96
Expressive power of tensor-network factorizations for probabilistic modeling
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #97
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #98
Multiway clustering via tensor block models
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #99
Singleshot : a scalable Tucker tensor decomposition
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #100
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #101
A Tensorized Transformer for Language Modeling
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #102
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #103
Comparing Unsupervised Word Translation Methods Step by Step
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #104
Glyce: Glyph-vectors for Chinese Character Representations
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #105
Hierarchical Optimal Transport for Document Representation
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #106
Improving Textual Network Learning with Variational Homophilic Embeddings
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #107
Mixtape: Breaking the Softmax Bottleneck Efficiently
[
Paper]
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #108
Ouroboros: On Accelerating Training of Transformer-Based Language Models
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #109
Fast Structured Decoding for Sequence Models
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #110
Data-driven Estimation of Sinusoid Frequencies
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #111
Distribution Learning of a Random Spatial Field with a Location-Unaware Mobile Sensor
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #112
Don't take it lightly: Phasing optical random projections with unknown operators
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #113
Connective Cognition Network for Directional Visual Commonsense Reasoning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #114
Heterogeneous Graph Learning for Visual Commonsense Reasoning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #115
Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #116
RUBi: Reducing Unimodal Biases for Visual Question Answering
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #117
Self-Critical Reasoning for Robust Visual Question Answering
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #118
Variational Structured Semantic Inference for Diverse Image Captioning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #119
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #120
Visual Concept-Metaconcept Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #121
Detecting Overfitting via Adversarial Examples
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #122
Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #123
Cold Case: The Lost MNIST Digits
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #124
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #125
PHYRE: A New Benchmark for Physical Reasoning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #126
Are Sixteen Heads Really Better than One?
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #127
Compositional De-Attention Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #128
Geometry-Aware Neural Rendering
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #129
Image Captioning: Transforming Objects into Words
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #130
Learning by Abstraction: The Neural State Machine
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #131
Neural Shuffle-Exchange Networks - Sequence Processing in O(n log n) Time
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #132
Novel positional encodings to enable tree-based transformers
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #133
Self-attention with Functional Time Representation Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #134
Understanding Attention and Generalization in Graph Neural Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #135
A Domain Agnostic Measure for Monitoring and Evaluating GANs
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #136
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #137
Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #138
Deep Random Splines for Point Process Intensity Estimation of Neural Population Data
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #139
Discrete Object Generation with Reversible Inductive Construction
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #140
Generating Diverse High-Fidelity Images with VQ-VAE-2
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #141
Generative Well-intentioned Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #142
Graph Normalizing Flows
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #143
Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #144
Integer Discrete Flows and Lossless Compression
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #145
Amortized Bethe Free Energy Minimization for Learning MRFs
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #146
MintNet: Building Invertible Neural Networks with Masked Convolutions
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #147
NAOMI: Non-Autoregressive Multiresolution Sequence Imputation
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #148
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #149
Scalable Deep Generative Relational Model with High-Order Node Dependence
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #150
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #151
Variational Temporal Abstraction
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #152
A Generic Acceleration Framework for Stochastic Composite Optimization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #153
A unified variance-reduced accelerated gradient method for convex optimization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #154
Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #155
Communication trade-offs for Local-SGD with large step size
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #156
Convergence-Rate-Matching Discretization of Accelerated Optimization Flows Through Opportunistic State-Triggered Control
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #157
Decentralized sketching of low rank matrices
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #158
Differentiable Convex Optimization Layers
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #159
Dimension-Free Bounds for Low-Precision Training
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #160
Fast and Accurate Stochastic Gradient Estimation
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #161
Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression
[
Paper]
[
3 min Video]
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #162
Hamiltonian descent for composite objectives
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #163
High-Dimensional Optimization in Adaptive Random Subspaces
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #164
Optimal Stochastic and Online Learning with Individual Iterates
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #165
Primal-Dual Block Generalized Frank-Wolfe
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #166
Stochastic Frank-Wolfe for Composite Convex Minimization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #167
Stochastic Variance Reduced Primal Dual Algorithms for Empirical Composition Optimization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #168
Band-Limited Gaussian Processes: The Sinc Kernel
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #169
Exact Gaussian Processes on a Million Data Points
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #170
Function-Space Distributions over Kernels
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #171
Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #172
Multi-resolution Multi-task Gaussian Processes
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #174
Structured Variational Inference in Continuous Cox Process Models
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #175
Reconciling meta-learning and continual learning with online mixtures of tasks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #176
Computational Separations between Sampling and Optimization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #177
Estimating Convergence of Markov chains with L-Lag Couplings
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #178
Exponential Family Estimation via Adversarial Dynamics Embedding
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #179
Gradient-based Adaptive Markov Chain Monte Carlo
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #180
On two ways to use determinantal point processes for Monte Carlo integration
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #181
Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #182
Sample Adaptive MCMC
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #183
The Implicit Metropolis-Hastings Algorithm
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #184
A New Distribution on the Simplex with Auto-Encoding Applications
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #185
Bayesian Layers: A Module for Neural Network Uncertainty
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #186
Streaming Bayesian Inference for Crowdsourced Classification
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #187
Learning Hawkes Processes from a handful of events
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #188
Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dimensions
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #189
Provable Gradient Variance Guarantees for Black-Box Variational Inference
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #190
Semi-Implicit Graph Variational Auto-Encoders
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #191
Sparse Variational Inference: Bayesian Coresets from Scratch
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #192
Stein Variational Gradient Descent With Matrix-Valued Kernels
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #193
Tensor Monte Carlo: Particle Methods for the GPU era
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #194
The Thermodynamic Variational Objective
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #195
Biases for Emergent Communication in Multi-agent Reinforcement Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #196
Ease-of-Teaching and Language Structure from Emergent Communication
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #197
Finding Friend and Foe in Multi-Agent Games
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #198
Learning Fairness in Multi-Agent Systems
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #199
MAVEN: Multi-Agent Variational Exploration
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #200
Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #201
Multi-Agent Common Knowledge Reinforcement Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #202
Budgeted Reinforcement Learning in Continuous State Space
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #203
Characterizing the Exact Behaviors of Temporal Difference Learning Algorithms Using Markov Jump Linear System Theory
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #204
From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #205
Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #206
Learning from Trajectories via Subgoal Discovery
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #207
Loaded DiCE: Trading off Bias and Variance in Any-Order Score Function Gradient Estimators for Reinforcement Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #208
Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #209
Meta-Inverse Reinforcement Learning with Probabilistic Context Variables
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #210
Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #211
Neural Temporal-Difference Learning Converges to Global Optima
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #212
Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #213
Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #214
Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #215
Surrogate Objectives for Batch Policy Optimization in One-step Decision Making
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #216
Discovery of Useful Questions as Auxiliary Tasks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #217
Efficient and Thrifty Voting by Any Means Necessary
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #218
Efficient Regret Minimization Algorithm for Extensive-Form Correlated Equilibrium
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #219
Learning to Correlate in Multi-Player General-Sum Sequential Games
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #220
Multiagent Evaluation under Incomplete Information
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #221
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #222
Strategizing against No-regret Learners
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #223
McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #224
Nonzero-sum Adversarial Hypothesis Testing Games
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #225
An adaptive nearest neighbor rule for classification
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #226
Distribution-Independent PAC Learning of Halfspaces with Massart Noise
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #227
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #228
Generalization Bounds for Neural Networks via Approximate Description Length
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #229
Graph-based Discriminators: Sample Complexity and Expressiveness
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #230
Limitations of Lazy Training of Two-layers Neural Network
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #231
On Making Stochastic Classifiers Deterministic
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #232
Semi-Parametric Efficient Policy Learning with Continuous Actions
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #233
Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #234
The Broad Optimality of Profile Maximum Likelihood
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #235
Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #236
A Solvable High-Dimensional Model of GAN
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #237
Data-Dependence of Plateau Phenomenon in Learning with Neural Network --- Statistical Mechanical Analysis
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #238
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #239
First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #240
The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #241
Untangling in Invariant Speech Recognition
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #242
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes