Discounted Online Convex Optimization: Uniform Regret Across a Continuous Interval

26 May 2025

Papers citing "Discounted Online Convex Optimization: Uniform Regret Across a Continuous Interval"

15 / 15 papers shown

Title
Online Linear Regression in Dynamic Environments via Discounting Andrew Jacobsen Ashok Cutkosky 100 6 0 29 May 2024
Discounted Adaptive Online Learning: Towards Better Regularization Zhiyu Zhang David Bombara Heng Yang 57 9 0 05 Feb 2024
Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise Kwangjun Ahn Zhiyu Zhang Yunbum Kook Yan Dai 86 13 0 02 Feb 2024
Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion Ashok Cutkosky Harsh Mehta Francesco Orabona 87 34 0 07 Feb 2023
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor Lijun Zhang Wei Jiang Jinfeng Yi Tianbao Yang 85 7 0 02 May 2022
Optimal Dynamic Regret in Exp-Concave Online Learning Dheeraj Baby Yu Wang 95 46 0 23 Apr 2021
Introduction to Online Convex Optimization Elad Hazan OffRL 188 1,939 0 07 Sep 2019
Adaptive Online Learning in Dynamic Environments Lijun Zhang Shiyin Lu Zhi Zhou 75 185 0 25 Oct 2018
Solving Imperfect-Information Games via Discounted Regret Minimization Noam Brown Tuomas Sandholm 146 168 0 11 Sep 2018
Improved Strongly Adaptive Online Learning using Coin Betting Kwang-Sung Jun Francesco Orabona Rebecca Willett S. Wright 176 83 0 14 Oct 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
Mirror Descent Meets Fixed Share (and feels no regret) Nicolò Cesa-Bianchi Pierre Gaillard Gabor Lugosi Gilles Stoltz 215 99 0 15 Feb 2012
Prediction with Expert Advice under Discounted Loss A. Chernov Fedor Zhdanov 146 35 0 11 May 2010
A new Hedging algorithm and its application to inferring latent random variables Y. Freund Daniel J. Hsu 124 9 0 30 Jun 2008