Validated Variational Inference via Practical Posterior Error Bounds

Jonathan H. Huggins, Mikołaj Kasprzak, Trevor Campbell +1

Variational inference has become an increasingly attractive fast alternative to Markov chain Monte Carlo methods for approximate Bayesian inference. However, a major obstacle to th…