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Markus Engelund Mathiasen

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Preprint Aug 2026

An Optimal Agnostic PAC Algorithm

This paper settles the sample complexity of agnostic PAC learning up to universal constants at every fixed $L^*$, matching the lower bounds of Devroye, Gyorfi, and Lugosi.

Markus Engelund Mathiasen, Jian Qian, Nikita Zhivotovskiy · 0 citations