On Tuesday 24.01.2023, from 14:00 to 15:00, in Universitätsstraße 34, ground floor, room 150, Dr. Antonio Vergari will talk about "Semantic Probabilistic Layers for Neuro-Symbolic Learning".
More details are available here.
On Wednesday 25.01.2023, from 10:00 to 13:00, in Universitätsstraße 32, 2nd floor, room 1.202, Dr. Antonio Vergari will give a tutorial about "Probabilistic circuits: how structure can boost your deep generative models".
Please have a look at the tutorials below.
Probabilistic Circuits Tutorial by Antonio Vergari - Part 3
Antonio Vegari is a Lecturer (Assistant Professor) in Machine Learning at the University of Edinburgh. In this tutorial, he introduces the framework of probabilistic circuits (PCs), tractable computational graphs in which imposing structure guarantees exact probabilistic reasoning in polynomial (often linear) time.
Date: 2023-01-25
Speaker: Antonio Vergari