Accelerated Method for Stochastic Composition Optimization with
Nonsmooth Regularization

Accelerated Method for Stochastic Composition Optimization with Nonsmooth Regularization

10 November 2017

Heng-Chiao Huang

Papers citing "Accelerated Method for Stochastic Composition Optimization with Nonsmooth Regularization"

12 / 12 papers shown

Title
Optimal Algorithms for Stochastic Multi-Level Compositional Optimization Wei Jiang Bokun Wang Yibo Wang Lijun Zhang Tianbao Yang 81 17 0 15 Feb 2022
Breaking the Convergence Barrier: Optimization via Fixed-Time Convergent Flows Param Budhraja Mayank Baranwal Kunal Garg A. Hota 15 9 0 02 Dec 2021
Momentum Accelerates the Convergence of Stochastic AUPRC Maximization Guanghui Wang Minghao Yang Lijun Zhang Tianbao Yang 41 22 0 02 Jul 2021
Randomized Stochastic Variance-Reduced Methods for Multi-Task Stochastic Bilevel Optimization Zhishuai Guo Quan Hu Lijun Zhang Tianbao Yang 61 30 0 05 May 2021
Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence Qi Qi Youzhi Luo Zhao Xu Shuiwang Ji Tianbao Yang 18 59 0 18 Apr 2021
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization Tianyi Chen Yuejiao Sun W. Yin 48 81 0 25 Aug 2020
Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning Bin Gu An Xu Zhouyuan Huo Cheng Deng Heng-Chiao Huang FedML 38 27 0 14 Aug 2020
An Online Method for A Class of Distributionally Robust Optimization with Non-Convex Objectives Qi Qi Zhishuai Guo Yi Tian Xu Rong Jin Tianbao Yang 33 44 0 17 Jun 2020
Compositional ADAM: An Adaptive Compositional Solver Rasul Tutunov Minne Li Alexander I. Cowen-Rivers Jun Wang Haitham Bou-Ammar ODL 57 16 0 10 Feb 2020
Asynchronous Stochastic Composition Optimization with Variance Reduction Shuheng Shen Linli Xu Jingchang Liu Junliang Guo Qing Ling 14 2 0 15 Nov 2018
Learning from Conditional Distributions via Dual Embeddings Bo Dai Niao He Yunpeng Pan Byron Boots Le Song 35 21 0 15 Jul 2016
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 93 737 0 19 Mar 2014