"sublinear regret" Papers

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No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need!

Francesco Emanuele Stradi, Matteo Castiglioni, Alberto Marchesi et al.

NEURIPS 2025arXiv:2506.13244
2
citations

Private Online Learning against an Adaptive Adversary: Realizable and Agnostic Settings

Bo Li, Wei Wang, Peng Ye

NEURIPS 2025arXiv:2510.00574
1
citations

Online Resource Allocation with Non-Stationary Customers

Xiaoyue Zhang, Hanzhang Qin, Mabel Chou

ICML 2024arXiv:2401.16945

Truly No-Regret Learning in Constrained MDPs

Adrian Müller, Pragnya Alatur, Volkan Cevher et al.

ICML 2024spotlightarXiv:2402.15776
16
citations