57 citations · 96 across the 7 of their papers we have counts for
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cs.LG2020★ 13 cited
Monotone operator equilibrium networks
Ezra Winston, J. Zico Kolter
Implicit-depth models such as Deep Equilibrium Networks have recently been shown to match or exceed the performance of traditional deep networks while being much more memory effici…
cs.LG2020★ 19 cited
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing
Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar +1
Machine learning algorithms are known to be susceptible to data poisoning attacks, where an adversary manipulates the training data to degrade performance of the resulting classifi…