conftrace_

matrix mechanism

7 papers

Explore in graph

Co-occurring keywords · papers mentioning both

differential privacy (6) privacy amplification (2) constant-overhead linear secret resharing (1) dynamic participation (1) continual observation (1) completely bounded norm (1) differentially private federated learning (1) adaptive stream (1) private linear operator (1) noisy marginal (1)

Papers

DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing ICML 2025 Near-Exact Privacy Amplification for Matrix Mechanisms ICLR 2025 Optimality of Matrix Mechanism on ℓ_p^p-metric ICLR 2025 Privacy Amplification for Matrix Mechanisms ICLR 2024 An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions NeurIPS 2023 Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation ICML 2023 Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams NeurIPS 2022