Self-Concordant Analysis of Frank-Wolfe Algorithms

Self-Concordant Analysis of Frank-Wolfe Algorithms

11 February 2020

Pavel Dvurechensky

Mathias Staudigl

Papers citing "Self-Concordant Analysis of Frank-Wolfe Algorithms"

13 / 13 papers shown

Title
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits Shuai Liu Alex Ayoub Flore Sentenac Xiaoqi Tan Csaba Szepesvári 26 1 0 01 Oct 2024
Faster Stochastic First-Order Method for Maximum-Likelihood Quantum State Tomography C. Tsai Hao-Chung Cheng Yen-Huan Li 24 4 0 23 Nov 2022
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models Yangjing Zhang Ying Cui B. Sen Kim-Chuan Toh 24 5 0 16 Aug 2022
A conditional gradient homotopy method with applications to Semidefinite Programming Pavel Dvurechensky Shimrit Shtern Shimrit Shtern Mathias Staudigl 12 0 0 07 Jul 2022
Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator L. Danon Dan Garber 14 3 0 19 Jun 2022
Demystifying and Generalizing BinaryConnect Abhishek Sharma Yaoliang Yu Eyyub Sari Mahdi Zolnouri V. Nia MQ 17 8 0 25 Oct 2021
Nonparametric Finite Mixture Models with Possible Shape Constraints: A Cubic Newton Approach Haoyue Wang Shibal Ibrahim Rahul Mazumder 15 3 0 18 Jul 2021
Scalable Frank-Wolfe on Generalized Self-concordant Functions via Simple Steps Alejandro Carderera Mathieu Besançon S. Pokutta 11 4 0 28 May 2021
Parameter-free Locally Accelerated Conditional Gradients Alejandro Carderera Jelena Diakonikolas Cheuk Yin Lin S. Pokutta 22 7 0 12 Feb 2021
First-Order Methods for Convex Optimization Pavel Dvurechensky Mathias Staudigl Shimrit Shtern ODL 16 25 0 04 Jan 2021
Maximum-Likelihood Quantum State Tomography by Soft-Bayes Chien-Ming Lin Yu-Ming Hsu Yen-Huan Li 16 1 0 31 Dec 2020
Second-order Conditional Gradient Sliding Alejandro Carderera S. Pokutta 14 12 0 20 Feb 2020
A Newton Frank-Wolfe Method for Constrained Self-Concordant Minimization Deyi Liu V. Cevher Quoc Tran-Dinh 21 15 0 17 Feb 2020