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most citedOptimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints

2 citations · 5 across the 8 of their papers we have counts for

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math.ST2026

Learning Sparse Support under Differential Privacy: Adaptive Algorithms and Minimax Limits

Jia Gu, T. Tony Cai

We study exact support recovery under -differential privacy in sparse high-dimensional linear regression. We introduce Saturated Propose-test-release, a general mechanism th…