Papers
Optimal Response Initiation: Why Recent Experience Matters
Matt Jones, Sachiko Kinoshita, Michael Mozer
Natural Image Denoising with Convolutional Networks
Viren Jain, Sebastian Seung
Supervised Dictionary Learning
Julien Mairal, Jean Ponce, Guillermo Sapiro et al.
Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance
Jeremy Hill, Jason Farquhar, Suzanna Martens et al.
Structure Learning in Human Sequential Decision-Making
Daniel Acuna, Paul R. Schrater
Measures of Clustering Quality: A Working Set of Axioms for Clustering
Shai Ben-David, Margareta Ackerman
A spatially varying two-sample recombinant coalescent, with applications to HIV escape response
Alexander Braunstein, Zhi Wei, Shane T. Jensen et al.
Hierarchical Semi-Markov Conditional Random Fields for Recursive Sequential Data
Tran T. Truyen, Dinh Phung, Hung Bui et al.
Mind the Duality Gap: Logarithmic regret algorithms for online optimization
Shai Shalev-shwartz, Sham M. Kakade
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
Benjamin Schrauwen, Lars Buesing, Robert A. Legenstein
Continuously-adaptive discretization for message-passing algorithms
Michael Isard, John MacCormick, Kannan Achan
Dimensionality Reduction for Data in Multiple Feature Representations
Yen-yu Lin, Tyng-luh Liu, Chiou-shann Fuh
Regularized Policy Iteration
Amir M. Farahmand, Mohammad Ghavamzadeh, Shie Mannor et al.
Kernel Measures of Independence for non-iid Data
Xinhua Zhang, Le Song, Arthur Gretton et al.
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity
Byron M. Yu, John P. Cunningham, Gopal Santhanam et al.
Tracking Changing Stimuli in Continuous Attractor Neural Networks
K. Wong, Si Wu, Chi Fung
Bayesian Synchronous Grammar Induction
Phil Blunsom, Trevor Cohn, Miles Osborne
Fast Rates for Regularized Objectives
Karthik Sridharan, Shai Shalev-shwartz, Nathan Srebro
Bayesian Network Score Approximation using a Metagraph Kernel
Benjamin Yackley, Eduardo Corona, Terran Lane
Online Metric Learning and Fast Similarity Search
Prateek Jain, Brian Kulis, Inderjit S. Dhillon et al.
Phase transitions for high-dimensional joint support recovery
Sahand Negahban, Martin J. Wainwright
Dynamic visual attention: searching for coding length increments
Xiaodi Hou, Liqing Zhang
An interior-point stochastic approximation method and an L1-regularized delta rule
Peter Carbonetto, Mark Schmidt, Nando D. Freitas
Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1
Klaus Wimmer, Marcel Stimberg, Robert Martin et al.
Load and Attentional Bayes
Peter Dayan