Frank Wood

Frank Wood is Associate Professor of Computer Science at the University of British Columbia, and Chair in AI CIFAR-Canada at Mila. His research interests include probabilistic programming, as well as automatic learning and probabilistic artificial intelligence. He is particularly interested in Bayesian methods and unsupervised learning.

Publications

Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow

The Thermodynamic Variational Objective

An Introduction to Probabilistic Programming

Learning Disentangled Representations with Semi-Supervised Deep Generative Models

Learning Disentangled Representations with Semi-Supervised Deep Generative Models