Search results with tag "Lipschitz regularity of deep neural networks"

Lipschitz regularity of deep neural networks: analysis and ...

Aladin Virmaux Huawei Noah’s Ark Lab aladin[email protected] Abstract Deep neural networks are notorious for being sensitive to small well-chosen per-turbations, and estimating the regularity of such architectures is of utmost impor-tance for safe and robust practical applications. In this paper, we investigate one

  Analysis, Network, Deep, Neural, Danila, Analysis and, Lipschitz regularity of deep neural networks, Lipschitz, Regularity