Jeremiah Birrell

4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (9)

Conferences

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

Top co-authors

Luc Rey-Bellet (3) Markos Katsoulakis (2) Paul Dupuis (2) Yannis Pantazis (2) Rouzbeh Behnia (1) Jason Pacheco (1) Markos A. Katsoulakis (1) Wei Zhu (1) Reza Ebrahimi (1)

Keywords

generative adversarial network (2) variational representation (2) optimal transport (1) privacy amplification (1) mini-batch sampling (1) renyi differential privacy (1) mode collapse (1) integral probability metric (1) integral probability metrics (1) group symmetry (1) wasserstein distance (1) sample fidelity (1) stochastic gradient descent (1)

Papers

Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement NIPS 2024

Function-space regularized Rényi divergences ICLR 2023

Structure-preserving GANs ICML 2022

(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022