Christopher A. Choquette-Choo | DeepAI

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research

∙ 11/12/2022

Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning

We introduce new differentially private (DP) mechanisms for gradient-bas...

0 Christopher A. Choquette-Choo, et al. ∙

research

∙ 08/06/2022

On the Fundamental Limits of Formally (Dis)Proving Robustness in Proof-of-Learning

Proof-of-learning (PoL) proposes a model owner use machine learning trai...

3 Congyu Fang, et al. ∙

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