What Is Deep Probabilistic Programming

Summary

Recorded at the ML in PL 2019 Conference, the University of Warsaw, 22-24 November 2019. Martin Jankowiak (Uber AI Labs) ... This video is a continuation of the previous video, Episode [08x10]. In this video, get a high-level overview of the theory, concepts ... Jules Jacobs (Radboud University Nijmegen) Paper: dl.acm.org/doi/pdf/10.1145/3434339 Abstract Machine learning is sneaking into everything, even into functional programming languages! "Big Data problems are all over the place at Facebook. We've historically used discriminative methods such as neural networks ... When speaking about Bayesian statistics, we often hear about « This talk video is a node in devreal.ai, the developer community graph. It connects to: Talk: Motivating This talk shows how to make smarter, safer AI that understands the world we do, using a new symbolic medium that I helped ... So in this talk I'm going to try to propose that we should consider a change to the conceptual model of In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course.