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Statistics

265 papers

Papers per year

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8
14
13
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Papers

Locating Changes in Highly Dependent Data with Unknown Number of Change Points NIPS 2012
Fast Resampling Weighted v-Statistics NIPS 2012
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions NIPS 2012
Mixability in Statistical Learning NIPS 2012
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NIPS 2012
Dimensionality Dependent PAC-Bayes Margin Bound NIPS 2012
Ensemble weighted kernel estimators for multivariate entropy estimation NIPS 2012
Semiparametric Principal Component Analysis NIPS 2012
Transelliptical Graphical Models NIPS 2012
Assessing Blinding in Clinical Trials NIPS 2012
Transelliptical Component Analysis NIPS 2012
Conditional Validity of Inductive Conformal Predictors ACML 2012
Wilks’ phenomenon and penalized likelihood-ratio test for nonparametric curve registration AISTATS 2012
Testing for Membership to the IFRA and the NBU Classes of Distributions AISTATS 2012
Minimax Rates of Estimation for Sparse PCA in High Dimensions AISTATS 2012
Rare Probability Estimation under Regularly Varying Heavy Tails COLT 2012
Competitive Classification and Closeness Testing COLT 2012
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems COLT 2012
A More Powerful Two-Sample Test in High Dimensions using Random Projection NIPS 2011
Minimax Localization of Structural Information in Large Noisy Matrices NIPS 2011
How biased are maximum entropy models? NIPS 2011
CAKE: Convex Adaptive Kernel Density Estimation AISTATS 2011
Competitive Closeness Testing COLT 2011
A novel family of non-parametric cumulative based divergences for point processes NIPS 2010
Submanifold density estimation NIPS 2009