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06/16/2021
Clustering Mixture Models in Almost-Linear Time via List-Decodable Mean Estimation
We study the problem of list-decodable mean estimation, where an adversa...
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11/19/2020
List-Decodable Mean Estimation in Nearly-PCA Time
Traditionally, robust statistics has focused on designing estimators tol...
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06/18/2020
List-Decodable Mean Estimation via Iterative Multi-Filtering
We study the problem of list-decodable mean estimation for bounded covar...
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06/18/2020
