2025 "agnostic learning" Papers

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AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness

Bogdan Chornomaz, Yonatan Koren, Shay Moran et al.

NeurIPS 2025spotlightarXiv:2506.03075

Robust Regression of General ReLUs with Queries

Ilias Diakonikolas, Daniel Kane, Mingchen Ma

NeurIPS 2025poster

Sample-Adaptivity Tradeoff in On-Demand Sampling

Nika Haghtalab, Omar Montasser, Mingda Qiao

NeurIPS 2025spotlightarXiv:2511.15507