On the Regret Minimization of Nonconvex Online Gradient Ascent for Online PCA

27 September 2018

Papers citing "On the Regret Minimization of Nonconvex Online Gradient Ascent for Online PCA"

7 / 7 papers shown

Title
Introduction to Online Convex Optimization Elad Hazan OffRL 138 1,927 0 07 Sep 2019
Accelerated Stochastic Power Iteration Christopher De Sa Bryan D. He Ioannis Mitliagkas Christopher Ré Peng Xu 72 90 0 10 Jul 2017
Follow the Compressed Leader: Faster Online Learning of Eigenvectors and Faster MMWU Zeyuan Allen-Zhu Yuanzhi Li 43 44 0 06 Jan 2017
First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate Zeyuan Allen-Zhu Yuanzhi Li 71 100 0 26 Jul 2016
Matrix Completion has No Spurious Local Minimum Rong Ge Jason D. Lee Tengyu Ma 83 599 0 24 May 2016
Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems Christopher De Sa K. Olukotun Christopher Ré 70 150 0 05 Nov 2014
Provable Bounds for Learning Some Deep Representations Sanjeev Arora Aditya Bhaskara Rong Ge Tengyu Ma BDL 89 335 0 23 Oct 2013