no code implementations • 28 Feb 2022 • Robi Bhattacharjee, Alex Cloninger, Yoav Freund, Andreas Oslandsbotn
Effective resistance (ER) is an attractive way to interrogate the structure of graphs.
1 code implementation • 23 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 $p \in [1,\infty]$.
no code implementations • ICML 2020 • Ahmed T. Elthakeb, Prannoy Pilligundla, Alex Cloninger, Hadi Esmaeilzadeh
The deep layers of modern neural networks extract a rather rich set of features as an input propagates through the network.
1 code implementation • 28 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.