Offered through an interdisciplinary partnership, data science at CU Boulder is delivered by the Departments of Applied Mathematics, Computer Science, and Information Science and awarded by the ...

and variational inference for scalable posterior estimation in high-dimensional Bayesian models. Applying these techniques to partial differential equation (PDE) based inverse problems and ...

“A Dialogue with the Data: The Bayesian Foundations of Iterative Research in Qualitative Social Science,” Perspectives on Politics 17(1:154-167), 2019; Macartan Humphreys and Alan Jacobs, “Mixing ...

Dan Kowal, associate professor of statistics and data science, a shared department in ... of "Monte Carlo Inference for ...