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minimax estimation

37 papers

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Co-occurring keywords

nonparametric estimation (98) sample complexity (1169) statistical learning (351) non-parametric regression (26) robust estimation (168) stochastic block model (146) matrix estimation (34) hidden markov model (302) minimax rate (87) empirical baye (44)

Papers

Minimax Estimation of Maximum Mean Discrepancy with Radial Kernels NIPS 2016
Minimax Adaptive Estimation of Nonparametric Hidden Markov Models JMLR 2016
Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016
Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues ICML 2016
Toward Minimax Off-policy Value Estimation AISTATS 2015
Optimality of Graphlet Screening in High Dimensional Variable Selection JMLR 2014
Robust Classification Under Sample Selection Bias NIPS 2014
Sparsity and the Truncated $l^2$-norm AISTATS 2014
Adaptive Minimax Regression Estimation over Sparse $\ell_q$-Hulls JMLR 2014
Quantized Estimation of Gaussian Sequence Models in Euclidean Balls NIPS 2014
Optimal aggregation of affine estimators COLT 2011
Near-minimax recursive density estimation on the binary hypercube NIPS 2008