Papers
Inference and communication in the game of Password
Yang Xu, Charles Kemp
Random Projections for k-means Clustering
Christos Boutsidis, Anastasios Zouzias, Petros Drineas
Online Learning for Latent Dirichlet Allocation
Matthew Hoffman, Francis R. Bach, David M. Blei
Spectral Regularization for Support Estimation
Ernesto D. Vito, Lorenzo Rosasco, Alessandro Toigo
Exact inference and learning for cumulative distribution functions on loopy graphs
Nebojsa Jojic, Chris Meek, Jim C. Huang
Movement extraction by detecting dynamics switches and repetitions
Silvia Chiappa, Jan R. Peters
Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch
Zeeshan Syed, John V. Guttag
Regularized estimation of image statistics by Score Matching
Diederik P. Kingma, Yann L. Cun
The Maximal Causes of Natural Scenes are Edge Filters
Jose Puertas, Joerg Bornschein, Jörg Lücke
Implicit Differentiation by Perturbation
Justin Domke
Efficient Minimization of Decomposable Submodular Functions
Peter Stobbe, Andreas Krause
Generating more realistic images using gated MRF's
Marc'aurelio Ranzato, Volodymyr Mnih, Geoffrey E. Hinton
Simultaneous Object Detection and Ranking with Weak Supervision
Matthew Blaschko, Andrea Vedaldi, Andrew Zisserman
Improvements to the Sequence Memoizer
Jan Gasthaus, Yee W. Teh
Fast Large-scale Mixture Modeling with Component-specific Data Partitions
Bo Thiesson, Chong Wang
Learning concept graphs from text with stick-breaking priors
America Chambers, Padhraic Smyth, Mark Steyvers
Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework
Hongbo Zhou, Qiang Cheng
Policy gradients in linearly-solvable MDPs
Emanuel Todorov
A rational decision making framework for inhibitory control
Pradeep Shenoy, Angela J. Yu, Rajesh P. Rao
An Alternative to Low-level-Sychrony-Based Methods for Speech Detection
Javier R. Movellan, Paul L. Ruvolo
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI
Morten Mørup, Kristoffer Madsen, Anne-marie Dogonowski et al.
A POMDP Extension with Belief-dependent Rewards
Mauricio Araya, Olivier Buffet, Vincent Thomas et al.
Worst-case bounds on the quality of max-product fixed-points
Meritxell Vinyals, Jes\'us Cerquides, Alessandro Farinelli et al.
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm
Nathan Srebro, Ruslan Salakhutdinov
Learning to combine foveal glimpses with a third-order Boltzmann machine
Hugo Larochelle, Geoffrey E. Hinton