279 citations · 1.4k across the 46 of their papers we have counts for
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cs.DS2020★ 1 cited
Robust Mean Estimation on Highly Incomplete Data with Arbitrary Outliers
Lunjia Hu, Omer Reingold
We study the problem of robustly estimating the mean of a -dimensional distribution given examples, where most coordinates of every example may be missing and $\varepsilon N…
cs.LG2020★ 3 cited
Analyzing Accuracy Loss in Randomized Smoothing Defenses
Yue Gao, Harrison Rosenberg, Kassem Fawaz +2
Recent advances in machine learning (ML) algorithms, especially deep neural networks (DNNs), have demonstrated remarkable success (sometimes exceeding human-level performance) on s…