Geoffrey A. Chua

3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Research topics

Differential Privacy (1)

Keywords

differential privacy (2) convex optimization (1) quantile regression (1) resource allocation (1) stochastic convex optimization (1) mirror descent (1) joint differential privacy (1) dual problem (1) objective perturbation (1) private optimization (1)

Papers

Exploiting Hidden Symmetry to Improve Objective Perturbation for DP Linear Learners with a Nonsmooth L1-Norm ICLR 2025

Noisy Dual Mirror Descent: A Near Optimal Algorithm for Jointly-DP Convex Resource Allocation NIPS 2024

Differentially Private Stochastic Convex Optimization under a Quantile Loss Function ICML 2023