Adapting to Online Label Shift with Provable Guarantees

Adapting to Online Label Shift with Provable Guarantees

5 July 2022

Masashi Sugiyama

Papers citing "Adapting to Online Label Shift with Provable Guarantees"

16 / 16 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
A Guide to Failure in Machine Learning: Reliability and Robustness from Foundations to Practice Eric Heim Oren Wright David Shriver OOD FaML 63 0 0 01 Mar 2025
Fully Test-time Adaptation for Tabular Data Zhi-Hua Zhou Kun-Yang Yu Lan-Zhe Guo Yu Li TTA LMTD 87 0 0 14 Dec 2024
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
An adaptive transfer learning perspective on classification in non-stationary environments Henry W J Reeve 29 0 0 28 May 2024
Adapting to Covariate Shift in Real-time by Encoding Trees with Motion Equations Tham Yik Foong Heng Zhang Mao Po Yuan Danilo Vasconcellos Vargas OOD 19 0 0 08 Apr 2024
Model Assessment and Selection under Temporal Distribution Shift Elise Han Chengpiao Huang Kaizheng Wang OOD 37 2 0 13 Feb 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
A Stability Principle for Learning under Non-Stationarity Chengpiao Huang Kaizheng Wang 24 2 0 27 Oct 2023
An Adaptive Method for Weak Supervision with Drifting Data Alessio Mazzetto Reza Esfandiarpoor E. Upfal Stephen H. Bach Stephen H. Bach 51 1 0 02 Jun 2023
Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms Dheeraj Baby Saurabh Garg Tzu-Ching Yen Sivaraman Balakrishnan Zachary Chase Lipton Yu-Xiang Wang 20 7 0 31 May 2023
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach Zhangming Chan Yu Zhang Shuguang Han Yong Bai Xiang-Rong Sheng ... Jiacen Hu Baolin Liu Yuning Jiang Jian Xu Bo Zheng 17 10 0 22 May 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
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
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu-Xiang Wang Zhi-Hua Zhou 16 47 0 07 Feb 2021