Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms

31 May 2023

Papers citing "Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms"

6 / 6 papers shown

Title
Theory-inspired Label Shift Adaptation via Aligned Distribution Mixture Ruidong Fan Xiao Ouyang Hong Tao Yuhua Qian Chenping Hou OOD 42 0 0 04 Nov 2024
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation Ruihan Wu Siddhartha Datta Yi Su Dheeraj Baby Yu-Xiang Wang Kilian Q. Weinberger 19 1 0 05 Feb 2024
Online Non-convex Optimization with Long-term Non-convex Constraints Shijie Pan Wenjie Huang 11 0 0 04 Nov 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
Optimal Dynamic Regret in Exp-Concave Online Learning Dheeraj Baby Yu-Xiang Wang 37 43 0 23 Apr 2021
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu-Xiang Wang Zhi-Hua Zhou 19 47 0 07 Feb 2021