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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reservoir Boosting : Between Online and Offline Ensemble Learning
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Scalable kernels for graphs with continuous attributes
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Gaussian Graphical Models with Observed or Latent FVSs
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Poisson Graphical Models
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Minimax Optimal Algorithms for Unconstrained Linear Optimization
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Mapping paradigm ontologies to and from the brain
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sparse Additive Text Models with Low Rank Background
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Approximate Dynamic Programming Finally Performs Well in the Game of Tetris
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Learning with Switching Costs and Other Adaptive Adversaries
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sinkhorn Distances: Lightspeed Computation of Optimal Transport
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Projected Natural Actor-Critic
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sparse Inverse Covariance Estimation with Calibration
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning word embeddings efficiently with noise-contrastive estimation
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Estimating the Unseen: Improved Estimators for Entropy and other Properties
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reward Mapping for Transfer in Long-Lived Agents
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
DeViSE: A Deep Visual-Semantic Embedding Model
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Convergence of Monte Carlo Tree Search in Simultaneous Move Games
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Dimension-Free Exponentiated Gradient
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
DESPOT: Online POMDP Planning with Regularization
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Extracting regions of interest from biological images with convolutional sparse block coding
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptive Step-Size for Policy Gradient Methods
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Parametric Task Learning
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reshaping Visual Datasets for Domain Adaptation
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Novel Two-Step Method for Cross Language Representation Learning
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Factorized Asymptotic Bayesian Inference for Latent Feature Models
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Learning with Costly Features and Labels
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Tracking Time-varying Graphical Structure
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
High-Dimensional Gaussian Process Bandits
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Lexical and Hierarchical Topic Regression
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
First-order Decomposition Trees
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Spatial Filtering with Beta Divergence
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Adaptive Value of Information for Structured Prediction
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Speeding up Permutation Testing in Neuroimaging
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Direct 0-1 Loss Minimization and Margin Maximization with Boosting
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
The Pareto Regret Frontier
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Distributed Exploration in Multi-Armed Bandits
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Beyond Pairwise: Provably Fast Algorithms for Approximate $k$-Way Similarity Search
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning a Deep Compact Image Representation for Visual Tracking
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Feature Selection Dependencies in Multi-task Learning
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reinforcement Learning in Robust Markov Decision Processes
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Conditional Random Fields via Univariate Exponential Families
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Parallel Sampling of DP Mixture Models using Sub-Cluster Splits
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Algorithms for Sparse Multi-factor NMF
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Trajectory Preferences for Manipulators via Iterative Improvement
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Mid-level Visual Element Discovery as Discriminative Mode Seeking
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Non-Linear Domain Adaptation with Boosting
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Understanding variable importances in forests of randomized trees
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On model selection consistency of penalized M-estimators: a geometric theory
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Actor-Critic Algorithms for Risk-Sensitive MDPs
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Variational Policy Search via Trajectory Optimization
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Decision Jungles: Compact and Rich Models for Classification
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Training and Analysing Deep Recurrent Neural Networks
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Deep Fisher Networks for Large-Scale Image Classification
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Modeling Clutter Perception using Parametric Proto-object Partitioning
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Transfer Learning in a Transductive Setting
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Point Based Value Iteration with Optimal Belief Compression for Dec-POMDPs
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Documents as multiple overlapping windows into grids of counts
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimization, Learning, and Games with Predictable Sequences
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning invariant representations and applications to face verification
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Analyzing the Harmonic Structure in Graph-Based Learning
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimal integration of visual speed across different spatiotemporal frequency channels
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
(More) Efficient Reinforcement Learning via Posterior Sampling
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Probabilistic Movement Primitives
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Context-sensitive active sensing in humans
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Fast Template Evaluation with Vector Quantization
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A multi-agent control framework for co-adaptation in brain-computer interfaces
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning from Limited Demonstrations
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Policy Shaping: Integrating Human Feedback with Reinforcement Learning
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Geometric optimisation on positive definite matrices for elliptically contoured distributions
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Deep Neural Networks for Object Detection
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning the Local Statistics of Optical Flow
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