Papers
Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach
Matthias Krauledat, Michael Schröder, Benjamin Blankertz et al.
Relational Learning with Gaussian Processes
Wei Chu, Vikas Sindhwani, Zoubin Ghahramani et al.
Robotic Grasping of Novel Objects
Ashutosh Saxena, Justin Driemeyer, Justin Kearns et al.
Sample Complexity of Policy Search with Known Dynamics
Peter L. Bartlett, Ambuj Tewari
Scalable Discriminative Learning for Natural Language Parsing and Translation
Joseph Turian, Benjamin Wellington, I. D. Melamed
Shifting, One-Inclusion Mistake Bounds and Tight Multiclass Expected Risk Bounds
Benjamin I. Rubinstein, Peter L. Bartlett, J. H. Rubinstein
Similarity by Composition
Oren Boiman, Michal Irani
Simplifying Mixture Models through Function Approximation
Kai Zhang, James T. Kwok
Single Channel Speech Separation Using Factorial Dynamics
John R. Hershey, Trausti Kristjansson, Steven Rennie et al.
Sparse Kernel Orthonormalized PLS for feature extraction in large data sets
Jerónimo Arenas-garcía, Kaare B. Petersen, Lars K. Hansen
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation
Gavin C. Cawley, Nicola L. Talbot, Mark Girolami
Sparse Representation for Signal Classification
Ke Huang, Selin Aviyente
Speakers optimize information density through syntactic reduction
T. F. Jaeger, Roger P. Levy
Stability of $K$-Means Clustering
Alexander Rakhlin, Andrea Caponnetto
Statistical Modeling of Images with Fields of Gaussian Scale Mixtures
Siwei Lyu, Eero P. Simoncelli
Stochastic Relational Models for Discriminative Link Prediction
Kai Yu, Wei Chu, Shipeng Yu et al.
Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds
Gloria Haro, Gregory Randall, Guillermo Sapiro
Subordinate class recognition using relational object models
Aharon B. Hillel, Daphna Weinshall
Support Vector Machines on a Budget
Ofer Dekel, Yoram Singer
Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks
Alexis Battle, Gal Chechik, Daphne Koller
Temporal Coding using the Response Properties of Spiking Neurons
Thomas Voegtlin
Temporal dynamics of information content carried by neurons in the primary visual cortex
Danko Nikolić, Stefan Haeusler, Wolf Singer et al.
The Neurodynamics of Belief Propagation on Binary Markov Random Fields
Thomas Ott, Ruedi Stoop
Theory and Dynamics of Perceptual Bistability
Paul R. Schrater, Rashmi Sundareswara
The Robustness-Performance Tradeoff in Markov Decision Processes
Huan Xu, Shie Mannor