Search Results for author: Alex Cloninger

Found 4 papers, 2 papers with code

Structure from Voltage

no code implementations28 Feb 2022 Robi Bhattacharjee, Alex Cloninger, Yoav Freund, Andreas Oslandsbotn

Effective resistance (ER) is an attractive way to interrogate the structure of graphs.

Nonclosedness of Sets of Neural Networks in Sobolev Spaces

1 code implementation23 Jul 2020 Scott Mahan, Emily King, Alex Cloninger

Thus, sets of realized neural networks are not closed in order-$(m-1)$ Sobolev spaces $W^{m-1, p}$ for $p \in [1,\infty]$.

Defending against Adversarial Images using Basis Functions Transformations

1 code implementation28 Mar 2018 Uri Shaham, James Garritano, Yutaro Yamada, Ethan Weinberger, Alex Cloninger, Xiuyuan Cheng, Kelly Stanton, Yuval Kluger

We study the effectiveness of various approaches that defend against adversarial attacks on deep networks via manipulations based on basis function representations of images.

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