04:00
2026-10-09
arxiv.org
machine-learning
Explaining the Saliency Map Sparsity of Adversarially-Trained Neural Networks
A new arXiv paper (2610.10666v1) offers a theoretical explanation for why adversarially-trained neural networks produce sparse gradient saliency maps, proving that for two-layer ReLU networks, minimiz…