2025 "oracle complexity" Papers

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Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling

Wei Guo, Molei Tao, Yongxin Chen

ICLR 2025posterarXiv:2407.16936
17
citations

Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning

Idan Attias, Steve Hanneke, Arvind Ramaswami

NeurIPS 2025spotlightarXiv:2506.00135