Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity

13 June 2016

Papers citing "Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity"

5 / 5 papers shown

Title
A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Completion Yaqing Wang Quanming Yao James T. Kwok 11 0 0 14 Aug 2020
A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning Fei Wen L. Chu Peilin Liu Robert C. Qiu 21 153 0 16 Aug 2018
First-order Methods Almost Always Avoid Saddle Points J. Lee Ioannis Panageas Georgios Piliouras Max Simchowitz Michael I. Jordan Benjamin Recht ODL 85 82 0 20 Oct 2017
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 76 736 0 19 Mar 2014
Sequential Convex Programming Methods for A Class of Structured Nonlinear Programming Zhaosong Lu 45 28 0 10 Oct 2012