Juan Felipe Gomez

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (8)

Conferences

ICML (2) NIPS (1)

Top co-authors

Oliver Kosut (2) Flavio Calmon (2) Shahab Asoodeh (2) Lalitha Sankar (2) Carmela Troncoso (1) Flavio du Pin Calmon (1) Atefeh Gilani (1) Georgios Kaissis (1) Bogdan Kulynych (1) Wael Alghamdi (1)

Research topics

Differential Privacy (1)

Keywords

differential privacy (2) privacy accounting (1) inference attack (1) saddle-point approximation (1) moments accountant (1) privacy loss distribution (1) saddle-point method (1) privacy curve (1) noise calibration (1) privacy-preserving machine learning (1) attack risk (1)

Papers

Optimizing Noise Distributions for Differential Privacy ICML 2025

Attack-Aware Noise Calibration for Differential Privacy NIPS 2024

The Saddle-Point Method in Differential Privacy ICML 2023