Papers
Learning Taxonomies by Dependence Maximization
Matthew Blaschko, Arthur Gretton
Estimating Robust Query Models with Convex Optimization
Kevyn Collins-thompson
A Convergent $O(n)$ Temporal-difference Algorithm for Off-policy Learning with Linear Function Approximation
Richard S. Sutton, Hamid R. Maei, Csaba Szepesvári
Transfer Learning by Distribution Matching for Targeted Advertising
Steffen Bickel, Christoph Sawade, Tobias Scheffer
Nonrigid Structure from Motion in Trajectory Space
Ijaz Akhter, Yaser Sheikh, Sohaib Khan et al.
A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning
Massih R. Amini, Nicolas Usunier, François Laviolette
Reducing statistical dependencies in natural signals using radial Gaussianization
Siwei Lyu, Eero P. Simoncelli
Automatic online tuning for fast Gaussian summation
Vlad I. Morariu, Balaji V. Srinivasan, Vikas C. Raykar et al.
Sparsity of SVMs that use the epsilon-insensitive loss
Ingo Steinwart, Andreas Christmann
Sparse probabilistic projections
Cédric Archambeau, Francis R. Bach
Online Prediction on Large Diameter Graphs
Mark Herbster, Guy Lever, Massimiliano Pontil
A computational model of hippocampal function in trace conditioning
Elliot A. Ludvig, Richard S. Sutton, Eric Verbeek et al.
Multi-resolution Exploration in Continuous Spaces
Ali Nouri, Michael L. Littman
Spectral Hashing
Yair Weiss, Antonio Torralba, Rob Fergus
Bio-inspired Real Time Sensory Map Realignment in a Robotic Barn Owl
Juan Huo, Zhijun Yang, Alan F. Murray
Multi-label Multiple Kernel Learning
Shuiwang Ji, Liang Sun, Rong Jin et al.
Characteristic Kernels on Groups and Semigroups
Kenji Fukumizu, Arthur Gretton, Bernhard Schölkopf et al.
Psychiatry: Insights into depression through normative decision-making models
Quentin J. Huys, Joshua Vogelstein, Peter Dayan
Using matrices to model symbolic relationship
Ilya Sutskever, Geoffrey E. Hinton
On the Reliability of Clustering Stability in the Large Sample Regime
Ohad Shamir, Naftali Tishby
Estimation of Information Theoretic Measures for Continuous Random Variables
Fernando Pérez-Cruz
Model selection and velocity estimation using novel priors for motion patterns
Shuang Wu, Hongjing Lu, Alan L. Yuille
Overlaying classifiers: a practical approach for optimal ranking
Stéphan J. Clémençcon, Nicolas Vayatis
Temporal Dynamics of Cognitive Control
Jeremy Reynolds, Michael Mozer
Bayesian Experimental Design of Magnetic Resonance Imaging Sequences
Hannes Nickisch, Rolf Pohmann, Bernhard Schölkopf et al.