4 citations · 6 across the 7 of their papers we have counts for
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cs.LG2018
Improved robustness to adversarial examples using Lipschitz regularization of the loss
Chris Finlay, Adam Oberman, Bilal Abbasi
We augment adversarial training (AT) with worst case adversarial training (WCAT) which improves adversarial robustness by 11% over the current state-of-the-art result in the $\ell_…
math.NA2018
Improved accuracy of monotone finite difference schemes on point clouds and regular grids
Chris Finlay, Adam Oberman
Finite difference schemes are the method of choice for solving nonlinear, degenerate elliptic PDEs, because the Barles-Sougandis convergence framework [Barles and Sougandidis, Asym…