Papers
Sparse Convolved Gaussian Processes for Multi-output Regression
Mauricio Alvarez, Neil D. Lawrence
Sparse Online Learning via Truncated Gradient
John Langford, Lihong Li, Tong Zhang
Sparse probabilistic projections
Cédric Archambeau, Francis R. Bach
Sparse Signal Recovery Using Markov Random Fields
Volkan Cevher, Marco F. Duarte, Chinmay Hegde et al.
Sparsity of SVMs that use the epsilon-insensitive loss
Ingo Steinwart, Andreas Christmann
Spectral Clustering with Perturbed Data
Ling Huang, Donghui Yan, Nina Taft et al.
Spectral Hashing
Yair Weiss, Antonio Torralba, Rob Fergus
Spike Feature Extraction Using Informative Samples
Zhi Yang, Qi Zhao, Wentai Liu
Stochastic Relational Models for Large-scale Dyadic Data using MCMC
Shenghuo Zhu, Kai Yu, Yihong Gong
Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning
Carmen Sandi, Wulfram Gerstner, Gediminas Lukšys
Structured ranking learning using cumulative distribution networks
Jim C. Huang, Brendan J. Frey
Structure Learning in Human Sequential Decision-Making
Daniel Acuna, Paul R. Schrater
Supervised Bipartite Graph Inference
Yoshihiro Yamanishi
Supervised Dictionary Learning
Julien Mairal, Jean Ponce, Guillermo Sapiro et al.
Support Vector Machines with a Reject Option
Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshet et al.
Syntactic Topic Models
Jordan L. Boyd-graber, David M. Blei
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation
Dotan D. Castro, Dmitry Volkinshtein, Ron Meir
Temporal Dynamics of Cognitive Control
Jeremy Reynolds, Michael Mozer
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction
Fabian H. Sinz, Matthias Bethge
The Gaussian Process Density Sampler
Iain Murray, David MacKay, Ryan P. Adams
The Infinite Factorial Hidden Markov Model
Jurgen V. Gael, Yee W. Teh, Zoubin Ghahramani
The Infinite Hierarchical Factor Regression Model
Piyush Rai, Hal Daume
The Mondrian Process
Daniel M. Roy, Yee W. Teh
Theory of matching pursuit
Zakria Hussain, John S. Shawe-taylor