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most citedCompression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth

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stat.ML2025

High-Dimensional Private Linear Regression with Optimal Rates

Simone Bombari, Jialei Luo, Inbar Seroussi +1

Differentially private (DP) linear regression has received significant attention in the recent theoretical literature, with several approaches proposed to improve error rates. Our…