On the Gap Between Strict-Saddles and True Convexity: An Omega(log d)
Lower Bound for Eigenvector Approximation

On the Gap Between Strict-Saddles and True Convexity: An Omega(log d) Lower Bound for Eigenvector Approximation

14 April 2017

Max Simchowitz

Benjamin Recht

Papers citing "On the Gap Between Strict-Saddles and True Convexity: An Omega(log d) Lower Bound for Eigenvector Approximation"

12 / 12 papers shown

Title
The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence Regime Max Simchowitz Kevin Jamieson Benjamin Recht 112 66 0 16 Feb 2017
Oracle Complexity of Second-Order Methods for Finite-Sum Problems Yossi Arjevani Ohad Shamir 77 24 0 15 Nov 2016
Matrix Completion has No Spurious Local Minimum Rong Ge Jason D. Lee Tengyu Ma 85 599 0 24 May 2016
Dropping Convexity for Faster Semi-definite Optimization Srinadh Bhojanapalli Anastasios Kyrillidis Sujay Sanghavi 63 173 0 14 Sep 2015
Simple, Efficient, and Neural Algorithms for Sparse Coding Sanjeev Arora Rong Ge Tengyu Ma Ankur Moitra 94 193 0 02 Mar 2015
Phase Retrieval via Wirtinger Flow: Theory and Algorithms Emmanuel Candes Xiaodong Li Mahdi Soltanolkotabi 183 1,285 0 03 Jul 2014
Phase Retrieval using Alternating Minimization Praneeth Netrapalli Prateek Jain Sujay Sanghavi 193 632 0 02 Jun 2013
Query Complexity of Derivative-Free Optimization Kevin Jamieson Robert D. Nowak Benjamin Recht 149 159 0 11 Sep 2012
On the Fundamental Limits of Adaptive Sensing E. Arias-Castro Emmanuel J. Candes Mark A. Davenport 140 137 0 20 Nov 2011
Computing a Nonnegative Matrix Factorization -- Provably Sanjeev Arora Rong Ge R. Kannan Ankur Moitra 284 398 0 03 Nov 2011
Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization Alekh Agarwal Peter L. Bartlett Pradeep Ravikumar Martin J. Wainwright 171 250 0 03 Sep 2010
On combinatorial testing problems L. Addario-Berry N. Broutin Luc Devroye Gábor Lugosi 112 113 0 24 Aug 2009