Comparator-Adaptive Φ-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games

Conference proceeding

Soumita Hait, Ping Li, Haipeng Luo and Mengxiao Zhang

39th Conference on Neural Information Processing Systems, NeurIPS 2025, Vol.38, pp.102828-102867

2025

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Title: Subtitle: Comparator-Adaptive Φ-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
Creators: Soumita Hait - University of Southern California, United States
Ping Li - Shanghai University of Finance and Economics
Haipeng Luo - University of Southern California, United States
Mengxiao Zhang - University of Iowa, United States
Resource Type: Conference proceeding
Publication Details: 39th Conference on Neural Information Processing Systems, NeurIPS 2025, Vol.38, pp.102828-102867
ISSN: 1049-5258
Grant note: IIS-1943607 / National Sleep Foundation (100003187) IIS-1943607 / National Science Foundation (http://data.elsevier.com/vocabulary/SciValFunders/100000001)
Language: English
Date published: 2025
Academic Unit: Business Analytics
Record Identifier: 9985222744902771

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