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1,367 papers

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Papers

A Unified Near-Optimal Estimator For Dimension Reduction in l_α (0<α≤ 2) Using Stable Random Projections NeurIPS 2007 Catching Change-points with Lasso NeurIPS 2007 Density Estimation under Independent Similarly Distributed Sampling Assumptions NeurIPS 2007 Distances between Data Sets Based on Summary Statistics JMLR 2007 Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NeurIPS 2007 How SVMs can estimate quantiles and the median NeurIPS 2007 Kernel Measures of Conditional Dependence NeurIPS 2007 Non-parametric Modeling of Partially Ranked Data NeurIPS 2007 Spherical-Homoscedastic Distributions: The Equivalency of Spherical and Normal Distributions in Classification JMLR 2007 Testing for Homogeneity with Kernel Fisher Discriminant Analysis NeurIPS 2007 The Distribution Family of Similarity Distances NeurIPS 2007 A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With p Larger Than n JMLR 2006 Statistical Comparisons of Classifiers over Multiple Data Sets JMLR 2006 Towards a general independent subspace analysis NeurIPS 2006 Estimation of Non-Normalized Statistical Models by Score Matching JMLR 2005 Information Bottleneck for Gaussian Variables JMLR 2005 Covering Number Bounds of Certain Regularized Linear Function Classes JMLR 2002