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Improved Dynamic Regret for Online Frank-Wolfe

11 February 2023

Papers citing "Improved Dynamic Regret for Online Frank-Wolfe"

23 / 23 papers shown

Title
Non-stationary Projection-free Online Learning with Dynamic and Adaptive Regret Guarantees Yibo Wang Wenhao Yang Wei Jiang Shiyin Lu Bing Wang Haihong Tang Yuanyu Wan Lijun Zhang 101 7 0 19 May 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 120 13 0 02 Jan 2023
Projection-free Adaptive Regret with Membership Oracles Zhou Lu Nataly Brukhim Paula Gradu Elad Hazan 83 16 0 22 Nov 2022
Exploiting the Curvature of Feasible Sets for Faster Projection-Free Online Learning Zakaria Mhammedi 87 9 0 23 May 2022
New Projection-free Algorithms for Online Convex Optimization with Adaptive Regret Guarantees Dan Garber Ben Kretzu 85 21 0 09 Feb 2022
Efficient Projection-Free Online Convex Optimization with Membership Oracle Zakaria Mhammedi 37 31 0 10 Nov 2021
Optimal Dynamic Regret in Exp-Concave Online Learning Dheeraj Baby Yu Wang 95 46 0 23 Apr 2021
Projection-free Distributed Online Learning with Sublinear Communication Complexity Yuanyu Wan Guanghui Wang Wei-Wei Tu Lijun Zhang 28 14 0 20 Mar 2021
Projection-free Online Learning over Strongly Convex Sets Yuanyu Wan Lijun Zhang 107 28 0 16 Oct 2020
Revisiting Projection-free Online Learning: the Strongly Convex Case Dan Garber Ben Kretzu 51 31 0 15 Oct 2020
Dynamic Regret of Convex and Smooth Functions Peng Zhao Yu Zhang Lijun Zhang Zhi Zhou 92 105 0 07 Jul 2020
Faster Projection-free Online Learning Elad Hazan Edgar Minasyan 88 59 0 30 Jan 2020
Introduction to Online Convex Optimization Elad Hazan OffRL 188 1,939 0 07 Sep 2019
Online Forecasting of Total-Variation-bounded Sequences Dheeraj Baby Yu Wang AI4TS 46 40 0 08 Jun 2019
Adaptive Online Learning in Dynamic Environments Lijun Zhang Shiyin Lu Zhi Zhou 75 185 0 25 Oct 2018
Improved Dynamic Regret for Non-degenerate Functions Lijun Zhang Tianbao Yang Jinfeng Yi Jing Rong Zhi Zhou 237 127 0 13 Aug 2016
Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient Tianbao Yang Lijun Zhang Rong Jin Jinfeng Yi 60 156 0 16 May 2016
MetaGrad: Multiple Learning Rates in Online Learning T. Erven Wouter M. Koolen ODL 86 98 0 29 Apr 2016
Strongly Adaptive Online Learning Amit Daniely Alon Gonen Shai Shalev-Shwartz ODL 167 178 0 25 Feb 2015
Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets Dan Garber Elad Hazan 111 196 0 05 Jun 2014
Non-stationary Stochastic Optimization Omar Besbes Y. Gur A. Zeevi 188 435 0 20 Jul 2013
A Linearly Convergent Conditional Gradient Algorithm with Applications to Online and Stochastic Optimization Dan Garber Elad Hazan 129 96 0 20 Jan 2013
Projection-free Online Learning Elad Hazan Satyen Kale 110 248 0 18 Jun 2012