conftrace_

approximate differential privacy

5 papers

Explore in graph

Co-occurring keywords · papers mentioning both

differential privacy (3) total variation distance (2) gaussian mechanism (2) private learning (2) truncated laplacian mechanism (1) linear programming duality (1) noise amplitude (1) threshold learning (1) interior point problem (1) bounded l2 sensitivity (1)

Papers

Approximate Differential Privacy of the ℓ_2 Mechanism ICML 2025 Statistical Indistinguishability of Learning Algorithms ICML 2023 Privately Learning Mixtures of Axis-Aligned Gaussians NeurIPS 2021 Privately Learning Thresholds: Closing the Exponential Gap COLT 2020 Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy AISTATS 2020