Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization

29 December 2021

Papers citing "Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization"

5 / 5 papers shown

Title
Online Linear Regression in Dynamic Environments via Discounting Andrew Jacobsen Ashok Cutkosky 30 4 0 29 May 2024
Efficient Methods for Non-stationary Online Learning Peng Zhao Yan-Feng Xie Lijun Zhang Zhi-Hua Zhou 33 19 0 16 Sep 2023
Dynamic Regret of Online Markov Decision Processes Peng Zhao Longfei Li Zhi-Hua Zhou OffRL 19 17 0 26 Aug 2022
Adapting to Online Label Shift with Provable Guarantees Yong Bai Yu-Jie Zhang Peng Zhao Masashi Sugiyama Zhi-Hua Zhou OOD 16 24 0 05 Jul 2022
Optimal Dynamic Regret in Exp-Concave Online Learning Dheeraj Baby Yu-Xiang Wang 37 43 0 23 Apr 2021