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minimax rate

87 papers

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Co-occurring keywords

sample complexity (1169) convergence rate (607) nonparametric estimation (98) density estimation (398) learning theory (519) statistical learning (351) statistical estimation (108) nonparametric regression (111) information theory (491) parameter estimation (274)

Papers

Quantized Estimation of Gaussian Sequence Models in Euclidean Balls NIPS 2014
On Communication Cost of Distributed Statistical Estimation and Dimensionality NIPS 2014
A Convex Formulation for Mixed Regression with Two Components: Minimax Optimal Rates COLT 2014
Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation NIPS 2013
Estimation, Optimization, and Parallelism when Data is Sparse NIPS 2013
Permutation estimation and minimax rates of identifiability AISTATS 2013
Minimax Manifold Estimation JMLR 2012
Minimax Rates of Estimation for Sparse PCA in High Dimensions AISTATS 2012
k-NN Regression Adapts to Local Intrinsic Dimension NIPS 2011
Lower Bounds for Passive and Active Learning NIPS 2011
Negative Results for Active Learning with Convex Losses AISTATS 2010
Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness NIPS 2009