Papers
Multi-dynamic Bayesian Networks
Karim Filali, Jeff A. Bilmes
Fast Computation of Graph Kernels
Karsten Borgwardt, Nicol N. Schraudolph, S.v.n. Vishwanathan
Learning Dense 3D Correspondence
Florian Steinke, Volker Blanz, Bernhard Schölkopf
Learning with Hypergraphs: Clustering, Classification, and Embedding
Dengyong Zhou, Jiayuan Huang, Bernhard Schölkopf
Kernels on Structured Objects Through Nested Histograms
Marco Cuturi, Kenji Fukumizu
Large Margin Component Analysis
Lorenzo Torresani, Kuang-chih Lee
Clustering appearance and shape by learning jigsaws
Anitha Kannan, John Winn, Carsten Rother
An Oracle Inequality for Clipped Regularized Risk Minimizers
Ingo Steinwart, Don Hush, Clint Scovel
Learning on Graph with Laplacian Regularization
Rie K. Ando, Tong Zhang
Linearly-solvable Markov decision problems
Emanuel Todorov
Learning Motion Style Synthesis from Perceptual Observations
Lorenzo Torresani, Peggy Hackney, Christoph Bregler
Fast Discriminative Visual Codebooks using Randomized Clustering Forests
Frank Moosmann, Bill Triggs, Frederic Jurie
Balanced Graph Matching
Timothee Cour, Praveen Srinivasan, Jianbo Shi
Efficient Methods for Privacy Preserving Face Detection
Shai Avidan, Moshe Butman
Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization
Rey Ramírez, Jason Palmer, Scott Makeig et al.
An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models
S. S. Keerthi, Vikas Sindhwani, Olivier Chapelle
Prediction on a Graph with a Perceptron
Mark Herbster, Massimiliano Pontil
An Information Theoretic Framework for Eukaryotic Gradient Sensing
Joseph M. Kimmel, Richard M. Salter, Peter J. Thomas
Similarity by Composition
Oren Boiman, Michal Irani
Sparse Representation for Signal Classification
Ke Huang, Selin Aviyente
Simplifying Mixture Models through Function Approximation
Kai Zhang, James T. Kwok
Learning Structural Equation Models for fMRI
Enrico Simonotto, Heather Whalley, Stephen Lawrie et al.
Speakers optimize information density through syntactic reduction
T. F. Jaeger, Roger P. Levy
Uncertainty, phase and oscillatory hippocampal recall
Máté Lengyel, Peter Dayan
Fast Iterative Kernel PCA
Nicol N. Schraudolph, Simon Günter, S.v.n. Vishwanathan