Birrell, Jeremiah

5 publications

TMLR 2025 Statistical Error Bounds for GANs with Nonlinear Objective Functionals Jeremiah Birrell

NeurIPS 2024 Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or Without Replacement Jeremiah Birrell, Reza Ebrahimi, Rouzbeh Behnia, Jason Pacheco

ICLR 2023 Function-Space Regularized Rényi Divergences Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Luc Rey-Bellet, Markos Katsoulakis

JMLR 2022 (f,Gamma)-Divergences: Interpolating Between F-Divergences and Integral Probability Metrics Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet

ICML 2022 Structure-Preserving GANs Jeremiah Birrell, Markos Katsoulakis, Luc Rey-Bellet, Wei Zhu