Non-stationary Online Learning with Memory and Non-stochastic Control

Non-stationary Online Learning with Memory and Non-stochastic Control

7 February 2021

Papers citing "Non-stationary Online Learning with Memory and Non-stochastic Control"

15 / 15 papers shown

Title
A Survey of Controllable Learning: Methods and Applications in Information Retrieval Chenglei Shen Xiao Zhang Teng Shi Changshuo Zhang Guofu Xie Jun Xu 61 5 0 03 Jan 2025
Simultaneous System Identification and Model Predictive Control with No Dynamic Regret Hongyu Zhou Vasileios Tzoumas 85 4 0 04 Jul 2024
Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes Markus Lange-Hegermann Christoph Zimmer AI4TS 42 0 0 17 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
Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control Hongyu Zhou Zirui Xu Vasileios Tzoumas 61 13 0 02 Jan 2023
Dynamic Regret of Online Markov Decision Processes Peng Zhao Longfei Li Zhi-Hua Zhou OffRL 22 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 19 24 0 05 Jul 2022
Optimal Dynamic Regret in LQR Control Dheeraj Baby Yu-Xiang Wang 20 16 0 18 Jun 2022
Open-environment Machine Learning Zhi-Hua Zhou VLM 19 133 0 01 Jun 2022
No-Regret Learning in Time-Varying Zero-Sum Games Mengxiao Zhang Peng Zhao Haipeng Luo Zhi-Hua Zhou 29 38 0 30 Jan 2022
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond Dheeraj Baby Yu-Xiang Wang 16 25 0 21 Jan 2022
Regret-optimal Estimation and Control Gautam Goel B. Hassibi 25 33 0 22 Jun 2021
Optimal Dynamic Regret in Exp-Concave Online Learning Dheeraj Baby Yu-Xiang Wang 37 43 0 23 Apr 2021
Regret-optimal control in dynamic environments Gautam Goel B. Hassibi 57 32 0 20 Oct 2020
Gradient-Variation Bound for Online Convex Optimization with Constraints Shuang Qiu Xiaohan Wei Mladen Kolar 25 1 0 22 Jun 2020