Scaling and Generalizing Variational Inference

Scaling and Generalizing Variational Inference

Neyman Seminar
Mar 9, 2016, 04:00 PM - 05:00 PM | 1011 Evans Hall | Happening As Scheduled
David Blei, Columbia University
Latent variable models have become a key tool for the modern statistician, letting us express complex assumptions about the hidden structures that underlie our data. Latent variable models have been successfully applied in numerous fields. The central computational problem in latent variable modeling is posterior inference, the problem of approximating the conditional distribution of the...