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20202025
most citedPrivate Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses

2 citations · 8 across the 12 of their papers we have counts for

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cs.LG2025

Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates

Andrew Lowy, Daogao Liu

Bilevel optimization, in which one optimization problem is nested inside another, underlies many machine learning applications with a hierarchical structure -- such as meta-learnin…