conftrace_

adaptive batch linear queries

2 papers

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Also known as

ABLQ

Co-occurring keywords · papers mentioning both

poisson subsampling (2) dp-sgd (1) ablq (1) shuffling (1) differentially private stochastic gradient descent (1) shuffle mechanism (1) utility analysis (1) privacy guarantee (1) privacy-preserving learning (1) stochastic gradient descent (1)

Papers

How Private are DP-SGD Implementations? ICML 2024 Scalable DP-SGD: Shuffling vs. Poisson Subsampling NeurIPS 2024