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Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Probabilistic Joint Image Segmentation and Labeling
In Poster Session
Adrian Ion · Joao Carreira · Cristian Sminchisescu
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Multiple Instance Learning on Structured Data
In Poster Session
Dan Zhang · Yan Liu · Luo Si · Jian Zhang · Richard D Lawrence
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
On the Analysis of Multi-Channel Neural Spike Data
In Poster Session
Bo Chen · David Carlson · Lawrence Carin
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Learning to Agglomerate Superpixel Hierarchies
In Poster Session
Viren Jain · Srinivas C Turaga · K Briggman · Moritz N Helmstaedter · Winfried Denk · H. Sebastian Seung
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Sparse Filtering
In Poster Session
Jiquan Ngiam · Pang Wei Koh · Zhenghao Chen · Sonia A Bhaskar · Andrew Y Ng
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Variance Penalizing AdaBoost
In Poster Session
Pannagadatta K Shivaswamy · Tony Jebara
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Structured sparse coding via lateral inhibition
In Poster Session
arthur d szlam · Karol Gregor · Yann LeCun
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Variational Learning for Recurrent Spiking Networks
In Poster Session
Danilo J Rezende · Daan Wierstra · Wulfram Gerstner
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Structured Learning for Cell Tracking
In Poster Session
Xinghua Lou · Fred Hamprecht
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
The Manifold Tangent Classifier
In Poster Session
Salah Rifai · Yann N Dauphin · Pascal Vincent · Yoshua Bengio · Xavier Muller
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Understanding the Intrinsic Memorability of Images
In Poster Session
Phillip Isola · Devi Parikh · Antonio Torralba · Aude Oliva
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories
In Poster Session
Cristina Savin · Peter Dayan · Mate Lengyel
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Sparse recovery by thresholded non-negative least squares
In Poster Session
Martin Slawski · Matthias Hein
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
The Fast Convergence of Boosting
In Poster Session
Matus J Telgarsky
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Selective Prediction of Financial Trends with Hidden Markov Models
In Poster Session
Dmitry Pidan · Ran El-Yaniv
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Shallow vs. Deep Sum-Product Networks
In Poster Session
Olivier Delalleau · Yoshua Bengio
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
RTRMC: A Riemannian trust-region method for low-rank matrix completion
In Poster Session
Nicolas Boumal · Pierre-Antoine Absil
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Stochastic convex optimization with bandit feedback
In Poster Session
Alekh Agarwal · Dean P Foster · Daniel Hsu · Sham M Kakade · Sasha Rakhlin
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Testing a Bayesian Measure of Representativeness Using a Large Image Database
In Poster Session
Joshua T Abbott · Katherine Heller · Zoubin Ghahramani · Tom Griffiths
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Sparse Manifold Clustering and Embedding
In Poster Session
Ehsan Elhamifar · René Vidal
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Select and Sample:— A Model of Efficient Neural Inference and Learning
In Poster Session
Jacquelyn A Shelton · Jörg Bornschein · Abdul Saboor Sheikh · Pietro Berkes · Jörg Lücke
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Scalable Training of Mixture Models via Coresets
In Poster Session
Dan Feldman · Matthew Faulkner · Andreas Krause
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Rapid Deformable Object Detection using Dual-Tree Branch-and-Bound
In Poster Session
Iasonas Kokkinos
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Reconstructing Patterns of Information Diffusion from Incomplete Observations
In Poster Session
Flavio Chierichetti · Jon Kleinberg · David Liben-Nowell
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Projection onto A Nonnegative Max-Heap
In Poster Session
Jun Liu · Liang Sun · Jieping Ye
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Randomized Algorithms for Comparison-based Search
In Poster Session
Dominique Tschopp · Suhas Diggavi · Payam Delgosha · Soheil Mohajer
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Predicting Dynamic Difficulty
In Poster Session
Olana Missura · Thomas Gaertner
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Optimal learning rates for least squares SVMs using Gaussian kernels
In Poster Session
Mona Eberts · Ingo Steinwart
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Practical Variational Inference for Neural Networks
In Poster Session
Alex Graves
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Probabilistic Modeling of Dependencies Among Visual Short-Term Memory Representations
In Poster Session
Emin Orhan · Robert A Jacobs
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Query-Aware MCMC
In Poster Session
Michael Wick · Andrew McCallum
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Phase transition in the family of p-resistances
In Poster Session
Morteza Alamgir · Ulrike von Luxburg
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Multi-armed bandits on implicit metric spaces
In Poster Session
Aleksandrs Slivkins
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Neural Reconstruction with Approximate Message Passing (NeuRAMP)
In Poster Session
Alyson Fletcher · Sundeep Rangan · Lav R Varshney · Aniruddha Bhargava
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Object Detection with Grammar Models
In Poster Session
Ross B Girshick · Pedro Felzenszwalb · David Mcallester
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Noise Thresholds for Spectral Clustering
In Poster Session
Sivaraman Balakrishnan · Min Xu · Akshay Krishnamurthy · Aarti Singh
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation
In Poster Session
Zhouchen Lin · Risheng Liu · Zhixun Su
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Multiple Instance Filtering
In Poster Session
Kamil A Wnuk · Stefano Soatto
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Maximum Covariance Unfolding : Manifold Learning for Bimodal Data
In Poster Session
Vijay Mahadevan · Chi Wah Wong · Jose Costa Pereira · Tom Liu · Nuno Vasconcelos · Lawrence Saul
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
On Learning Discrete Graphical Models using Greedy Methods
In Poster Session
Ali Jalali · Christopher C Johnson · Pradeep Ravikumar
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Minimax Localization of Structural Information in Large Noisy Matrices
In Poster Session
Mladen Kolar · Sivaraman Balakrishnan · Alessandro Rinaldo · Aarti Singh
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Lower Bounds for Passive and Active Learning
In Poster Session
Maxim Raginsky · Sasha Rakhlin
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Learning to Learn with Compound HD Models
In Poster Session
Russ Salakhutdinov · Josh Tenenbaum · Antonio Torralba
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Learning person-object interactions for action recognition in still images
In Poster Session
Vincent Delaitre · Josef Sivic · Ivan Laptev
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Learning large-margin halfspaces with more malicious noise
In Poster Session
Phil Long · Rocco A Servedio
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Large-Scale Sparse Principal Component Analysis with Application to Text Data
In Poster Session
Youwei Zhang · Laurent El Ghaoui
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
k-NN Regression Adapts to Local Intrinsic Dimension
In Poster Session
Samory Kpotufe
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning
In Poster Session
Quoc V. Le · Alexandre Karpenko · Jiquan Ngiam · Andrew Y Ng
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Kernel Bayes' Rule
In Poster Session
Kenji Fukumizu · Le Song · Arthur Gretton
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Hierarchically Supervised Latent Dirichlet Allocation
In Poster Session
Adler J Perotte · Frank Wood · Noemie Elhadad · Nicholas Bartlett
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Learning a Tree of Metrics with Disjoint Visual Features
In Poster Session
Sung Ju Hwang · Kristen Grauman · Fei Sha
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Improving Topic Coherence with Regularized Topic Models
In Poster Session
David Newman · Edwin Bonilla · Wray Buntine
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
In Poster Session
Benjamin Recht · Christopher Re · Stephen Wright · Feng Niu
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
How Do Humans Teach: On Curriculum Learning and Teaching Dimension
In Poster Session
Faisal Khan · Jerry Zhu · Bilge Mutlu
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Heavy-tailed Distances for Gradient Based Image Descriptors
In Poster Session
Yangqing Jia · Trevor Darrell
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Improved Algorithms for Linear Stochastic Bandits
In Poster Session
Yasin Abbasi Yadkori · David Pal · Csaba Szepesvari
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Iterative Learning for Reliable Crowdsourcing Systems
In Poster Session
David R Karger · Sewoong Oh · Devavrat Shah
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Generalized Beta Mixtures of Gaussians
In Poster Session
Artin Armagan · David B Dunson · Merlise Clyde
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions
In Poster Session
Animashree Anandkumar · Vincent Tan · Alan S Willsky
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Gaussian Process Training with Input Noise
In Poster Session
Andrew McHutchon · Carl Edward Rasmussen
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Fast and Accurate k-means For Large Datasets
In Poster Session
Michael Shindler · Alex Wong · Adam W Meyerson
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Exploiting spatial overlap to efficiently compute appearance distances between image windows
In Poster Session
Bogdan Alexe · Viviana Petrescu · Vittorio Ferrari
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
From Bandits to Experts: On the Value of Side-Observations
In Poster Session
Shie Mannor · Ohad Shamir
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Fast approximate submodular minimization
In Poster Session
Stefanie Jegelka · Hui Lin · Jeffrey A Bilmes
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Extracting Speaker-Specific Information with a Regularized Siamese Deep Network
In Poster Session
Ke Chen · Ahmad Salman
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition
In Poster Session
Jia Deng · Sanjeev Satheesh · Alexander C Berg · Li Fei-Fei
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Empirical models of spiking in neural populations
In Poster Session
Jakob H Macke · Lars Buesing · John P Cunningham · Byron M Yu · Krishna V Shenoy · Maneesh Sahani
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Expressive Power and Approximation Errors of Restricted Boltzmann Machines
In Poster Session
Guido F Montufar · Johannes Rauh · Nihat Ay
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials
In Poster Session
Philipp Krähenbühl · Vladlen Koltun
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Efficient Methods for Overlapping Group Lasso
In Poster Session
Lei Yuan · Jun Liu · Jieping Ye
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Efficient Online Learning via Randomized Rounding
In Poster Session
Nicolò Cesa-Bianchi · Ohad Shamir
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Distributed Delayed Stochastic Optimization
In Poster Session
Alekh Agarwal · John Duchi
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Divide-and-Conquer Matrix Factorization
In Poster Session
Lester W Mackey · Ameet S Talwalkar · Michael Jordan
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators
In Poster Session
Dominique C Perrault-Joncas · Marina Meila
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Differentially Private M-Estimators
In Poster Session
Jing Lei
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Continuous-Time Regression Models for Longitudinal Networks
In Poster Session
Duy Q Vu · Arthur Asuncion · David Hunter · Padhraic Smyth
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Dimensionality Reduction Using the Sparse Linear Model
In Poster Session
Ioannis A Gkioulekas · Todd Zickler
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Convergent Bounds on the Euclidean Distance
In Poster Session
Yoonho Hwang · Hee-Kap Ahn
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Beating SGD: Learning SVMs in Sublinear Time
In Poster Session
Elad Hazan · Tomer Koren · Nati Srebro
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
In Poster Session
Mark Schmidt · Nicolas Le Roux · Francis Bach
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Clustered Multi-Task Learning Via Alternating Structure Optimization
In Poster Session
Jiayu Zhou · Jianhui Chen · Jieping Ye
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Bayesian Bias Mitigation for Crowdsourcing
In Poster Session
Fabian L Wauthier · Michael Jordan
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Complexity of Inference in Latent Dirichlet Allocation
In Poster Session
David Sontag · Daniel Roy
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Budgeted Optimization with Concurrent Stochastic-Duration Experiments
In Poster Session
Javad Azimi · Alan Fern · Xiaoli Fern
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Bayesian Spike-Triggered Covariance Analysis
In Poster Session
Il Memming Park · Jonathan W Pillow
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Im2Text: Describing Images Using 1 Million Captioned Photographs
In Poster Session
Vicente Ordonez · Girish Kulkarni · Tamara L Berg
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
An ideal observer model for identifying the reference frame of objects
In Poster Session
Joseph L Austerweil · Abram Friesen · Tom Griffiths
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Approximating Semidefinite Programs in Sublinear Time
In Poster Session
Dan Garber · Elad Hazan
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Active Learning Ranking from Pairwise Preferences with Almost Optimal Query Complexity
In Poster Session
Nir Ailon
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
A Collaborative Mechanism for Crowdsourcing Prediction Problems
In Poster Session
Jacob D Abernethy · Rafael Frongillo
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
A rational model of causal inference with continuous causes
In Poster Session
M Pacer · Tom Griffiths
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Active Classification based on Value of Classifier
In Poster Session
Tianshi Gao · Daphne Koller
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
A Machine Learning Approach to Predict Chemical Reactions
In Poster Session
Matthew A Kayala · Pierre Baldi
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
$\theta$-MRF: Capturing Spatial and Semantic Structure in the Parameters for Scene Understanding
In Poster Session
Congcong Li · Ashutosh Saxena · Tsuhan Chen
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
A concave regularization technique for sparse mixture models
In Poster Session
Martin O Larsson · Johan Ugander
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
A Multilinear Subspace Regression Method Using Orthogonal Tensors Decompositions
In Poster Session
Qibin Zhao · Cesar F Caiafa · Danilo Mandic · Liqing Zhang · Tonio Ball · Andreas Schulze-bonhage · Andrzej S CICHOCKI
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
t-divergence Based Approximate Inference
In Poster Session
Nan Ding · S.V.N. Vishwanathan · Yuan Qi
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Data Skeletonization via Reeb Graphs
In Poster Session
Xiaoyin Ge · Issam I Safa · Mikhail Belkin · Yusu Wang
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Learning sparse inverse covariance matrices in the presence of confounders
In Poster Session
Oliver Stegle · Christoph Lippert · Joris M Mooij · Neil D Lawrence · Karsten Borgwardt
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Unfolding Recursive Autoencoders for Paraphrase Detection
In Poster Session
Richard Socher · Eric H Huang · Jeffrey Pennin · Andrew Y Ng · Christopher D Manning
[ PDF] 
Poster
Wed Dec 14 08:45 AM -- 02:59 PM (PST)
Efficient coding with a population of Linear-Nonlinear neurons
In Poster Session
yan karklin · Eero Simoncelli
[ PDF]