activity
20152024
most citedRepresentation Learning for Clustering: A Statistical Framework

6 citations · 8 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

stat.ML2020

On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians

Ishaq Aden-Ali, Hassan Ashtiani, Gautam Kamath

We provide sample complexity upper bounds for agnostically learning multivariate Gaussians under the constraint of approximate differential privacy. These are the first finite samp…