69 citations · 96 across the 3 of their papers we have counts for
3 papers
HopSkipJumpAttack: A Query-Efficient Decision-Based Attack
Jianbo Chen, Michael I. Jordan, Martin J. Wainwright
The goal of a decision-based adversarial attack on a trained model is to generate adversarial examples based solely on observing output labels returned by the targeted model. We de…
Comunication-Efficient Algorithms for Statistical Optimization
Yuchen Zhang, John C. Duchi, Martin Wainwright
We analyze two communication-efficient algorithms for distributed statistical optimization on large-scale data sets. The first algorithm is a standard averaging method that distrib…
Approximation properties of certain operator-induced norms on Hilbert spaces
Arash A. Amini, Martin J. Wainwright
We consider a class of operator-induced norms, acting as finite-dimensional surrogates to the L2 norm, and study their approximation properties over Hilbert subspaces of L2 . The c…