Papers
Gates
Tom Minka, John Winn
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity
Byron M. Yu, John P. Cunningham, Gopal Santhanam et al.
Generative and Discriminative Learning with Unknown Labeling Bias
Steven J. Phillips, Miroslav Dudík
Generative versus discriminative training of RBMs for classification of fMRI images
Tanya Schmah, Geoffrey E. Hinton, Steven L. Small et al.
Global Ranking Using Continuous Conditional Random Fields
Tao Qin, Tie-yan Liu, Xu-dong Zhang et al.
Goal-directed decision making in prefrontal cortex: a computational framework
Matthew Botvinick, James An
Grouping Contours Via a Related Image
Praveen Srinivasan, Liming Wang, Jianbo Shi
Hebbian Learning of Bayes Optimal Decisions
Bernhard Nessler, Michael Pfeiffer, Wolfgang Maass
Hierarchical Fisher Kernels for Longitudinal Data
Zhengdong Lu, Jeffrey Kaye, Todd K. Leen
Hierarchical Semi-Markov Conditional Random Fields for Recursive Sequential Data
Tran T. Truyen, Dinh Phung, Hung Bui et al.
High-dimensional support union recovery in multivariate regression
Guillaume R. Obozinski, Martin J. Wainwright, Michael I. Jordan
How memory biases affect information transmission: A rational analysis of serial reproduction
Jing Xu, Thomas L. Griffiths
Human Active Learning
Rui M. Castro, Charles Kalish, Robert Nowak et al.
ICA based on a Smooth Estimation of the Differential Entropy
Lev Faivishevsky, Jacob Goldberger
Implicit Mixtures of Restricted Boltzmann Machines
Vinod Nair, Geoffrey E. Hinton
Improved Moves for Truncated Convex Models
Philip Torr, M. P. Kumar
Improving on Expectation Propagation
Manfred Opper, Ulrich Paquet, Ole Winther
Inferring rankings under constrained sensing
Srikanth Jagabathula, Devavrat Shah
Influence of graph construction on graph-based clustering measures
Markus Maier, Ulrike V. Luxburg, Matthias Hein
Integrating Locally Learned Causal Structures with Overlapping Variables
David Danks, Clark Glymour, Robert E. Tillman
Interpreting the neural code with Formal Concept Analysis
Dominik Endres, Peter Foldiak
Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control
Lavi Shpigelman, Hagai Lalazar, Eilon Vaadia
Kernel Change-point Analysis
Zaïd Harchaoui, Eric Moulines, Francis R. Bach
Kernelized Sorting
Novi Quadrianto, Le Song, Alex J. Smola