The local convexity of solving systems of quadratic equations

The local convexity of solving systems of quadratic equations

25 June 2015

Christopher D. White

Sujay Sanghavi

Papers citing "The local convexity of solving systems of quadratic equations"

10 / 10 papers shown

Title
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation Dejiao Zhang Laura Balzano 46 62 0 24 Jun 2015
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems Yuxin Chen Emmanuel J. Candes 53 589 0 19 May 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 52 202 0 26 Apr 2015
Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems Christopher De Sa K. Olukotun Christopher Ré 46 150 0 05 Nov 2014
Phase Retrieval via Wirtinger Flow: Theory and Algorithms Emmanuel Candes Xiaodong Li Mahdi Soltanolkotabi 137 1,283 0 03 Jul 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Yann N. Dauphin Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Surya Ganguli Yoshua Bengio ODL 106 1,380 0 10 Jun 2014
A useful variant of the Davis--Kahan theorem for statisticians Yi Yu Tengyao Wang R. Samworth 61 571 0 04 May 2014
Exact and Stable Covariance Estimation from Quadratic Sampling via Convex Programming Yuxin Chen Yuejie Chi Andrea J. Goldsmith 49 238 0 02 Oct 2013
Phase Retrieval using Alternating Minimization Praneeth Netrapalli Prateek Jain Sujay Sanghavi 150 632 0 02 Jun 2013
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 256 3,762 0 28 Jun 2007