conftrace_

noisy stochastic gradient descent

5 papers

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Also known as

NOISY-SGD

Co-occurring keywords · papers mentioning both

differential privacy (3) renyi differential privacy (2) convex optimization (2) stochastic gradient descent (2) polyhedral norm (1) differentially private algorithm (1) shifted divergence (1) normed space (1) linear learner (1) uniform convexity (1)

Papers

Convergent Privacy Loss of Noisy-SGD without Convexity and Smoothness ICLR 2025 Exploiting Hidden Symmetry to Improve Objective Perturbation for DP Linear Learners with a Nonsmooth L1-Norm ICLR 2025 Certified Machine Unlearning via Noisy Stochastic Gradient Descent NeurIPS 2024 Hyperparameter Tuning with Renyi Differential Privacy ICLR 2022 Non-Euclidean Differentially Private Stochastic Convex Optimization COLT 2021