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differentially private sgd

3 papers

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differential privacy (3) stochastic gradient descent (2) dp-sgd algorithm (1) mega-batch training (1) private sgd (1) johnson-lindenstrauss projection (1) per-sample gradient (1) jl projection (1) private machine learning (1) reconstruction attack (1)

Papers

Bounding training data reconstruction in DP-SGD NeurIPS 2023 Large-Scale Differentially Private BERT EMNLP 2022 Fast and Memory Efficient Differentially Private-SGD via JL Projections NeurIPS 2021