Jeremiah Birrell

Assistant Professor

Texas State University

United States

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Jeremiah Birrell is an Assistant Professor at Texas State University in the United States. His research areas include nonlinear denoising score matching, variational representations, and model uncertainty quantification. He has published articles exploring topics such as Fermi-Dirac integrals, divergences, and structured distributions.

Articles (6)

Year:

2025

Year:

2025

Year:

2024

Year:

2022

Year:

2021

Year:

2020

Collaborators (2)

Benjamin Zhang

University of North Carolina at Chapel Hill

UNITED STATES

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Markos Katsoulakis

Professor

University of Massachusetts Amherst

UNITED STATES

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Jeremiah Birrell

Research Interests

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Articles (6)

Nonlinear denoising score matching for enhanced learning of structured distributions

Quarks to Cosmos:

Fermi-Dirac Integrals in Degenerate Regimes: Novel Asymptotic Expansion

Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation

Variational Representations and Neural Network Estimation of Renyi Divergences

Quantification of model uncertainty on path-space via goal-oriented relative entropy

Collaborators (2)

Benjamin Zhang

Markos Katsoulakis

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