2025 Spotlight "online learning" Papers
4 papers found
Conservative classifiers do consistently well with improving agents: characterizing statistical and online learning
Dravyansh Sharma, Alec Sun
NEURIPS 2025spotlightarXiv:2506.05252
Improved Bounds for Swap Multicalibration and Swap Omniprediction
Haipeng Luo, Spandan Senapati, Vatsal Sharan
NEURIPS 2025spotlightarXiv:2505.20885
1
citations
On the Universal Near Optimality of Hedge in Combinatorial Settings
Zhiyuan Fan, Arnab Maiti, Lillian Ratliff et al.
NEURIPS 2025spotlightarXiv:2510.17099
Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning
Idan Attias, Steve Hanneke, Arvind Ramaswami
NEURIPS 2025spotlightarXiv:2506.00135