Showing 1–13 of 13 results
/ Date/ Name
Sep 6, 2024Notes on Sampled Gaussian MechanismNov 22, 2025Learning Rate Scheduling with Matrix Factorization for Private TrainingFeb 7, 2024Efficient Estimation of a Gaussian Mean with Local Differential PrivacyApr 6, 2025Binned Group Algebra Factorization for Differentially Private Continual CountingMay 22, 2024Banded Square Root Matrix Factorization for Differentially Private Model TrainingSep 17, 2025Normalized Square Root: Sharper Matrix Factorization Bounds for Differentially Private Continual CountingFeb 10, 2025Continual Release Moment Estimation with Differential PrivacyJan 29, 2026Matrix Factorization for Practical Continual Mean Estimation Under User-Level Differential PrivacyMay 17, 2025Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGDJul 17, 2024DP-KAN: Differentially Private Kolmogorov-Arnold NetworksJan 29, 2026DP-$λ$CGD: Efficient Noise Correlation for Differentially Private Model TrainingJan 29, 2026Sampling-Free Privacy Accounting for Matrix Mechanisms under Random AllocationNov 25, 2025DP-MicroAdam: Private and Frugal Algorithm for Training and Fine-tuning