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
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