115 citations · 816 across the 62 of their papers we have counts for
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cs.LG2021★ 5 cited
Private Stochastic Convex Optimization: Optimal Rates in Geometry
Hilal Asi, Vitaly Feldman, Tomer Koren +1
Stochastic convex optimization over an -bounded domain is ubiquitous in machine learning applications such as LASSO but remains poorly understood when learning with differe…
cs.CR2021★ 4 cited
Lossless Compression of Efficient Private Local Randomizers
Vitaly Feldman, Kunal Talwar
Locally Differentially Private (LDP) Reports are commonly used for collection of statistics and machine learning in the federated setting. In many cases the best known LDP algorith…