Efficient Methods for Non-stationary Online Learning

Efficient Methods for Non-stationary Online Learning

16 September 2023

Papers citing "Efficient Methods for Non-stationary Online Learning"

11 / 11 papers shown

Title
Adapting to Online Distribution Shifts in Deep Learning: A Black-Box Approach Dheeraj Baby Boran Han Shuai Zhang Cuixiong Hu Yuyang Wang Yu-Xiang Wang OOD 48 0 0 09 Apr 2025
An Equivalence Between Static and Dynamic Regret Minimization Andrew Jacobsen Francesco Orabona 26 1 0 03 Jun 2024
Universal Online Convex Optimization with $1$ Projection per Round Wenhao Yang Yibo Wang Peng Zhao Lijun Zhang 23 2 0 30 May 2024
RETRO: Reactive Trajectory Optimization for Real-Time Robot Motion Planning in Dynamic Environments Apan Dastider Hao Fang Mingjie Lin 42 3 0 03 Oct 2023
Non-stationary Online Convex Optimization with Arbitrary Delays Yuanyu Wan Chang Yao Min-Gyoo Song Lijun Zhang 37 3 0 20 May 2023
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 15 6 0 19 May 2023
Improved Online Conformal Prediction via Strongly Adaptive Online Learning Aadyot Bhatnagar Haiquan Wang Caiming Xiong Yu Bai AI4TS 25 47 0 15 Feb 2023
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation Yu-Jie Zhang Zhenyu Zhang Peng Zhao Masashi Sugiyama OOD 14 11 0 06 Feb 2023
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods Davoud Ataee Tarzanagh Parvin Nazari Bojian Hou Li Shen Laura Balzano 37 10 0 06 Jul 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 Exp-Concave Online Learning Dheeraj Baby Yu-Xiang Wang 37 43 0 23 Apr 2021