4 citations · 7 across the 4 of their papers we have counts for
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cs.DS2020★ 4 cited
List-Decodable Mean Estimation in Nearly-PCA Time
Ilias Diakonikolas, Daniel M. Kane, Daniel Kongsgaard +2
Traditionally, robust statistics has focused on designing estimators tolerant to a minority of contaminated data. Robust list-decodable learning focuses on the more challenging reg…
cs.LG2020★ 3 cited
List-Decodable Mean Estimation via Iterative Multi-Filtering
Ilias Diakonikolas, Daniel M. Kane, Daniel Kongsgaard
We study the problem of {\em list-decodable mean estimation} for bounded covariance distributions. Specifically, we are given a set of points in with the promise…