Composite Self-Concordant Minimization

Composite Self-Concordant Minimization

13 August 2013

Anastasios Kyrillidis

Papers citing "Composite Self-Concordant Minimization"

14 / 14 papers shown

Title
Gradient Descent-Type Methods: Background and Simple Unified Convergence Analysis Quoc Tran-Dinh Marten van Dijk 34 0 0 19 Dec 2022
Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence L. Hien Nicolas Gillis 16 58 0 05 Oct 2020
A Newton Frank-Wolfe Method for Constrained Self-Concordant Minimization Deyi Liu V. Cevher Quoc Tran-Dinh 34 15 0 17 Feb 2020
Self-Concordant Analysis of Frank-Wolfe Algorithms Pavel Dvurechensky P. Ostroukhov K. Safin Shimrit Shtern Mathias Staudigl 19 24 0 11 Feb 2020
An inexact subsampled proximal Newton-type method for large-scale machine learning Xuanqing Liu Cho-Jui Hsieh J. Lee Yuekai Sun 32 15 0 28 Aug 2017
Generalized Self-Concordant Functions: A Recipe for Newton-Type Methods Tianxiao Sun Quoc Tran-Dinh 22 60 0 14 Mar 2017
Fast and Simple Optimization for Poisson Likelihood Models Niao He Zaïd Harchaoui Yichen Wang Le Song 23 14 0 03 Aug 2016
Randomized block proximal damped Newton method for composite self-concordant minimization Zhaosong Lu 14 11 0 01 Jul 2016
Dropping Convexity for Faster Semi-definite Optimization Srinadh Bhojanapalli Anastasios Kyrillidis Sujay Sanghavi 27 172 0 14 Sep 2015
Adaptive Smoothing Algorithms for Nonsmooth Composite Convex Minimization Quoc Tran-Dinh 16 28 0 01 Sep 2015
Composite convex minimization involving self-concordant-like cost functions Quoc Tran-Dinh Yen-Huan Li V. Cevher 26 19 0 04 Feb 2015
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss Yuchen Zhang Lin Xiao 38 72 0 01 Jan 2015
A Primal-Dual Algorithmic Framework for Constrained Convex Minimization Quoc Tran-Dinh V. Cevher 32 47 0 20 Jun 2014
Scalable sparse covariance estimation via self-concordance Anastasios Kyrillidis Rabeeh Karimi Mahabadi Quoc Tran-Dinh V. Cevher 32 13 0 13 May 2014