"agnostic learning" Papers

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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
1
citations

Robust Regression of General ReLUs with Queries

Ilias Diakonikolas, Daniel Kane, Mingchen Ma

NeurIPS 2025poster

Agnostic Learning of Mixed Linear Regressions with EM and AM Algorithms

Avishek Ghosh, Arya Mazumdar

ICML 2024poster

Robustly Learning Single-Index Models via Alignment Sharpness

Nikos Zarifis, Puqian Wang, Ilias Diakonikolas et al.

ICML 2024poster