conftrace_

private gradient descent

2 papers

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Co-occurring keywords · papers mentioning both

rényi differential privacy (1) dimension-independent convergence (1) relative gaussian mechanism (1) privacy accounting (1) gaussian mechanism (1) generalized linear model (1) sensitivity analysis (1) empirical risk minimization (1) differential privacy (1)

Papers

The Relative Gaussian Mechanism and its Application to Private Gradient Descent AISTATS 2024 Evading the Curse of Dimensionality in Unconstrained Private GLMs AISTATS 2021