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Pahan Dewasurendra

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#machine learning Preprint Aug 2026

The Sharp Tail of Uniform Stability

A new logarithmic-free upper bound shows that a $\gamma$-uniformly stable algorithm with loss in $[0,L]$ has generalization gap at most, which determines the optimal high-probability and moment dependence of uniform stability up to universal constants.

Pahan Dewasurendra · 0 citations