3 citations · 13 across the 15 of their papers we have counts for
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cs.LG2021★ 3 cited
Public Data-Assisted Mirror Descent for Private Model Training
Ehsan Amid, Arun Ganesh, Rajiv Mathews +6
In this paper, we revisit the problem of using in-distribution public data to improve the privacy/utility trade-offs for differentially private (DP) model training. (Here, public d…
cs.DS2021
Universal Algorithms for Clustering Problems
Arun Ganesh, Bruce M. Maggs, Debmalya Panigrahi
This paper presents universal algorithms for clustering problems, including the widely studied -median, -means, and -center objectives. The input is a metric space contain…