conftrace_

utility guarantee

7 papers

Explore in graph

Co-occurring keywords

differential privacy (1016) convex optimization (1321) non-convex optimization (547) security game (30) gradient hard thresholding (1) gradient perturbation (22) expected curvature (1) statistical guarantee (33) model fairness (68) advanced composition (2)

Papers

Dyn-D^2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee IJCAI 2025
Achievable Fairness on Your Data With Utility Guarantees NIPS 2024
Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023
Task-level Differentially Private Meta Learning NIPS 2022
Gradient Perturbation is Underrated for Differentially Private Convex Optimization IJCAI 2020
Differentially Private Iterative Gradient Hard Thresholding for Sparse Learning IJCAI 2019
On the Inducibility of Stackelberg Equilibrium for Security Games AAAI 2019