Bandit Convex Optimization in Non-stationary Environments

Bandit Convex Optimization in Non-stationary Environments

29 July 2019

Papers citing "Bandit Convex Optimization in Non-stationary Environments"

13 / 13 papers shown

Title
Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference Huaiguang Cai Zhi Zhou Qianyi Huang 45 3 0 25 May 2024
From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization M. Pedramfar Vaneet Aggarwal 28 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
Meta-Learning Adversarial Bandit Algorithms M. Khodak Ilya Osadchiy Keegan Harris Maria-Florina Balcan Kfir Y. Levy Ron Meir Zhiwei Steven Wu FedML 28 2 0 05 Jul 2023
On Dynamic Regret and Constraint Violations in Constrained Online Convex Optimization R. Vaze 14 4 0 24 Jan 2023
Dynamic Regret of Online Markov Decision Processes Peng Zhao Longfei Li Zhi-Hua Zhou OffRL 34 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 27 25 0 05 Jul 2022
Open-environment Machine Learning Zhi-Hua Zhou VLM 37 133 0 01 Jun 2022
Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits Haipeng Luo Mengxiao Zhang Peng Zhao Zhi-Hua Zhou 34 17 0 12 Feb 2022
A Simple Approach for Non-stationary Linear Bandits Peng Zhao Lijun Zhang Yuan Jiang Zhi-Hua Zhou 36 81 0 09 Mar 2021
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu-Xiang Wang Zhi-Hua Zhou 33 47 0 07 Feb 2021
Dynamic Regret of Convex and Smooth Functions Peng Zhao Yu-Jie Zhang Lijun Zhang Zhi-Hua Zhou 23 100 0 07 Jul 2020
Kernel-based methods for bandit convex optimization Sébastien Bubeck Ronen Eldan Y. Lee 84 164 0 11 Jul 2016