cs.LG, math.AP, math.FA, math.OC

Duality for the Adversarial Total Variation

arXiv:2604.18540v1 Announce Type: cross
Abstract: Adversarial training of binary classifiers can be reformulated as regularized risk minimization involving a nonlocal total variation. Building on this perspective, we establish a characterization of th…