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Papers
Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation
NeurIPS 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
NeurIPS 2011
Lower Bounds for Passive and Active Learning
NeurIPS 2011
Negative Results for Active Learning with Convex Losses
AISTATS 2010
Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness
NeurIPS 2009
Statistical Analysis of Semi-Supervised Regression
NeurIPS 2007