Search Results for author: Kerrek Stinson

Found 2 papers, 0 papers with code

A mean curvature flow arising in adversarial training

no code implementations22 Apr 2024 Leon Bungert, Tim Laux, Kerrek Stinson

We connect adversarial training for binary classification to a geometric evolution equation for the decision boundary.

Binary Classification

Gamma-convergence of a nonlocal perimeter arising in adversarial machine learning

no code implementations28 Nov 2022 Leon Bungert, Kerrek Stinson

In this paper we prove Gamma-convergence of a nonlocal perimeter of Minkowski type to a local anisotropic perimeter.

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