Optimality guarantees for distributed statistical estimation

5 May 2014

Papers citing "Optimality guarantees for distributed statistical estimation"

6 / 6 papers shown

Title
Distance-based and continuum Fano inequalities with applications to statistical estimation John C. Duchi Martin J. Wainwright 63 66 0 12 Nov 2013
Local Privacy, Data Processing Inequalities, and Statistical Minimax Rates John C. Duchi Michael I. Jordan Martin J. Wainwright FedML 79 102 0 13 Feb 2013
On the Fundamental Limits of Adaptive Sensing E. Arias-Castro Emmanuel J. Candes Mark A. Davenport 156 137 0 20 Nov 2011
How well can we estimate a sparse vector? Emmanuel J. Candès Mark A. Davenport 98 116 0 27 Apr 2011
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 265 685 0 07 Dec 2010
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 220 575 0 11 Oct 2009