Non-stationary Projection-free Online Learning with Dynamic and Adaptive
Regret Guarantees

Non-stationary Projection-free Online Learning with Dynamic and Adaptive Regret Guarantees

19 May 2023

Wenhao Yang

Papers citing "Non-stationary Projection-free Online Learning with Dynamic and Adaptive Regret Guarantees"

11 / 11 papers shown

Title
Revisiting Projection-Free Online Learning with Time-Varying Constraints Yibo Wang Yuanyu Wan Lijun Zhang 50 2 0 28 Jan 2025
Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization Wei Jiang Sifan Yang Wenhao Yang Yibo Wang Yuanyu Wan Lijun Zhang 36 2 0 06 Jun 2024
Universal Online Convex Optimization with $1$ Projection per Round Wenhao Yang Yibo Wang Peng Zhao Lijun Zhang 34 2 0 30 May 2024
From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization M. Pedramfar Vaneet Aggarwal 26 3 0 27 Apr 2024
Efficient Methods for Non-stationary Online Learning Peng Zhao Yan-Feng Xie Lijun Zhang Zhi-Hua Zhou 44 19 0 16 Sep 2023
Non-stationary Online Convex Optimization with Arbitrary Delays Yuanyu Wan Chang Yao Min-Gyoo Song Lijun Zhang 42 3 0 20 May 2023
Improved Dynamic Regret for Online Frank-Wolfe Yuanyu Wan Lijun Zhang Mingli Song 15 11 0 11 Feb 2023
Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control Hongyu Zhou Zirui Xu Vasileios Tzoumas 71 13 0 02 Jan 2023
Optimal Dynamic Regret in Exp-Concave Online Learning Dheeraj Baby Yu-Xiang Wang 45 43 0 23 Apr 2021
Projection-free Online Learning over Strongly Convex Sets Yuanyu Wan Lijun Zhang 69 27 0 16 Oct 2020
A Linearly Convergent Conditional Gradient Algorithm with Applications to Online and Stochastic Optimization Dan Garber Elad Hazan 61 94 0 20 Jan 2013