Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection

Kush Bhatia, Nikki Lijing Kuang, Yi-An Ma +1

Variational inference has recently emerged as a popular alternative to the classical Markov chain Monte Carlo (MCMC) in large-scale Bayesian inference. The core idea is to trade st…