Introduction to A Personal Viewpoint On Probabilistic Programming

Let's dive into the details surrounding A Personal Viewpoint On Probabilistic Programming. Daniel Roy, University of Toronto https://simons.berkeley.edu/talks/daniel-roy-10-06-2016 Uncertainty in Computation.

A Personal Viewpoint On Probabilistic Programming Comprehensive Overview

Machine learning is sneaking into everything, even into functional programming languages! Fritz Obermeyer Presents: This talk shows how to make smarter, safer AI that understands the world like we do, using a new symbolic medium that I helped ...

Presented by Hongseok Yang. Presented at POPL'20.

Summary & Highlights for A Personal Viewpoint On Probabilistic Programming

  • Introduction to Deep
  • This video is a continuation of the previous video, Episode [08x10]. In this video, get a high-level overview of the theory, concepts ...
  • Probabilistic programming
  • Get a crash course in Bayesian Statistics, Bayes' Theorem, Bayesian Inference,
  • This will be a high-level talk discussing the separation of statistical models and inference algorithms. Things we'd like to talk ...

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