Tight Query Complexity Lower Bounds for PCA via Finite Sample Deformed
Wigner Law

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Tight Query Complexity Lower Bounds for PCA via Finite Sample Deformed Wigner Law

4 April 2018

Max Simchowitz

Benjamin Recht

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Papers citing "Tight Query Complexity Lower Bounds for PCA via Finite Sample Deformed Wigner Law"

13 / 13 papers shown

Title
How to Escape Saddle Points Efficiently Chi Jin Rong Ge Praneeth Netrapalli Sham Kakade Michael I. Jordan ODL 229 838 0 02 Mar 2017
First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate Zeyuan Allen-Zhu Yuanzhi Li 105 101 0 26 Jul 2016
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain Zeyuan Allen-Zhu Yuanzhi Li 69 129 0 12 Jul 2016
Efficient Estimation of Partially Linear Models for Spatial Data over Complex Domain Elad Hazan Chi Jin Cameron Musco Praneeth Netrapalli 60 78 0 27 May 2016
Tight Complexity Bounds for Optimizing Composite Objectives Blake E. Woodworth Nathan Srebro 132 185 0 25 May 2016
Fast Stochastic Algorithms for SVD and PCA: Convergence Properties and Convexity Ohad Shamir 48 95 0 31 Jul 2015
A Lower Bound for the Optimization of Finite Sums Alekh Agarwal Léon Bottou 168 124 0 02 Oct 2014
On Bayes Risk Lower Bounds Xinyu Chen Adityanand Guntuboyina Yuchen Zhang 79 47 0 02 Oct 2014
Fundamental Limits of Online and Distributed Algorithms for Statistical Learning and Estimation Ohad Shamir 107 108 0 14 Nov 2013
Query Complexity of Derivative-Free Optimization Kevin Jamieson Robert D. Nowak Benjamin Recht 176 160 0 11 Sep 2012
Adaptive sensing performance lower bounds for sparse signal detection and support estimation R. Castro 365 33 0 04 Jun 2012
On the Fundamental Limits of Adaptive Sensing E. Arias-Castro Emmanuel J. Candes Mark A. Davenport 166 137 0 20 Nov 2011
Lower bounds for the minimax risk using $f$ -divergences and applications Adityanand Guntuboyina 122 79 0 30 Jan 2010