Mathematics

Theory of matching pursuit NeurIPS 2008 A Complete Characterization of a Family of Solutions to a Generalized Fisher Criterion JMLR 2007 A Fast and Practical Algorithm for Generalized Penetration Depth Computation RSS 2007 A Kernel Statistical Test of Independence NeurIPS 2007 An Implicit Time-Stepping Method for Multibody Systems with Intermittent Contact RSS 2007 An online Hebbian learning rule that performs Independent Component Analysis NeurIPS 2007 A Probabilistic Approach to Language Change NeurIPS 2007 A Unified Near-Optimal Estimator For Dimension Reduction in l_α (0<α≤ 2) Using Stable Random Projections NeurIPS 2007 Better than least squares: comparison of objective functions for estimating linear-nonlinear models NeurIPS 2007 Catching Change-points with Lasso NeurIPS 2007 Classification via Minimum Incremental Coding Length (MICL) NeurIPS 2007 Collective Inference on Markov Models for Modeling Bird Migration NeurIPS 2007 Compressed Regression NeurIPS 2007 Dense Mapping for Range Sensors: Efficient Algorithms and Sparse Representations RSS 2007 Density Estimation under Independent Similarly Distributed Sampling Assumptions NeurIPS 2007 Distances between Data Sets Based on Summary Statistics JMLR 2007 Dynamic Coverage Verification in Mobile Sensor Networks Via Switched Higher Order Laplacians RSS 2007 Efficient Inference for Distributions on Permutations NeurIPS 2007 Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NeurIPS 2007 Fishbone Model for Belt Object Deformation RSS 2007 Graph Laplacians and their Convergence on Random Neighborhood Graphs JMLR 2007 How SVMs can estimate quantiles and the median NeurIPS 2007 Inferring Elapsed Time from Stochastic Neural Processes NeurIPS 2007 Kernel Measures of Conditional Dependence NeurIPS 2007 Learning Horn Expressions with LOGAN-H JMLR 2007