Deep Learning
Poster Spotlights 2
The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling, incl. discussion by Frank Wood
Combining Logic and Probability: Languages, Algorithms and Applications
A trust-region method for stochastic variational inference with applications to streaming data
Learning Deep Generative Models
Free energy and active inference
Principles of Very Large Scale Modeling
Deep Gaussian processes
Generative Models II