PriorVAE: encoding spatial priors with variational autoencoders for small-area estimation

Publication
J. R. Soc. Interface
Elizaveta Semenova
Elizaveta Semenova
Postdoctoral Research Associate

I I work at the intersection of Bayesian inference, spatial statistics and epidemiology.

Samir Bhatt
Samir Bhatt
Professor of Machine Learning, Statistics and Public Health

I focus on mathematical, statistical and computer science tools to answer questions about human health.

Swapnil Mishra
Swapnil Mishra
Assistant Professor of Machine Learning and Public Health

I primarily work at intersection of public health, machine learning and Bayeasian modelling.

Seth Flaxman
Seth Flaxman
Associate Professor

My research is on scalable methods and flexible models for spatiotemporal statistics and Bayesian machine learning, applied to public policy and social science.