Proximal Gradient Method with Extrapolation and Line Search for a Class of Nonconvex and Nonsmooth Problems

18 November 2017

Papers citing "Proximal Gradient Method with Extrapolation and Line Search for a Class of Nonconvex and Nonsmooth Problems"

13 / 13 papers shown

Title
A successive difference-of-convex approximation method for a class of nonconvex nonsmooth optimization problems Tianxiang Liu Ting Kei Pong Akiko Takeda 39 44 0 16 Oct 2017
Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning Frank E. Curtis K. Scheinberg 53 45 0 30 Jun 2017
A Non-monotone Alternating Updating Method for A Class of Matrix Factorization Problems Lei Yang Ting Kei Pong Xiaojun Chen 10 9 0 18 May 2017
Further properties of the forward-backward envelope with applications to difference-of-convex programming Tianxiang Liu Ting Kei Pong 28 49 0 01 May 2016
Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods Guoyin Li Ting Kei Pong 128 293 0 09 Feb 2016
Linear Convergence of Proximal Gradient Algorithm with Extrapolation for a Class of Nonconvex Nonsmooth Minimization Problems Bo Wen Xiaojun Chen Ting Kei Pong 13 95 0 31 Dec 2015
Sparse Recovery via Partial Regularization: Models, Theory and Algorithms Zhaosong Lu Xiaorui Li 25 37 0 23 Nov 2015
Block stochastic gradient iteration for convex and nonconvex optimization Yangyang Xu W. Yin 113 134 0 12 Aug 2014
iPiano: Inertial Proximal Algorithm for Non-Convex Optimization Peter Ochs Yunjin Chen Thomas Brox Thomas Pock 38 431 0 18 Apr 2014
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems Pinghua Gong Changshui Zhang Zhaosong Lu Jianhua Z. Huang Jieping Ye 107 400 0 18 Mar 2013
Templates for Convex Cone Problems with Applications to Sparse Signal Recovery Stephen Becker Emmanuel J. Candès Michael C. Grant 57 680 0 10 Sep 2010
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 245 3,543 0 25 Feb 2010
Asymptotic properties of bridge estimators in sparse high-dimensional regression models Jian Huang J. Horowitz Shuangge Ma 184 517 0 04 Apr 2008