2 citations · 3 across the 3 of their papers we have counts for
3 papers
Variational predictive resampling
Laura Battaglia, Stefano Cortinovis, Chris Holmes +2
Bayesian inference provides principled uncertainty quantification, but accurate posterior sampling with MCMC can be computationally prohibitive for modern applications. Variational…
Inference for Regression with Variables Generated by AI or Machine Learning
Laura Battaglia, Timothy Christensen, Stephen Hansen +1
Researchers now routinely use AI or other machine learning methods to estimate latent variables of economic interest, then plug-in the estimates as covariates in a regression. We s…
Graphical model inference with external network data
Jack Jewson, Li Li, Laura Battaglia +3
We consider two applications where we study how dependence structure between many variables is linked to external network data. We first study the interplay between social media co…