🏢 Texas State University
Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
·2045 words·10 mins·
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AI Theory
Privacy
🏢 Texas State University
Tighter differential privacy (RDP) guarantees for DP-SGD with fixed-size minibatches are achieved, improving private deep learning model training.