Probabilistic Programming 101 Yu Xia Information Guide

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Key Details

Details [08x11] What is Probabilistic Programming Update
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Details An intro to Probabilistic Programming with Ubers Pyro Update
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[OOPSLA'25] Multi-Language Probabilistic Programming
[OOPSLA'25] Multi-Language Probabilistic Programming
Bayesian Networks 3 - Probabilistic Programming | Stanford CS221: AI (Autumn 2021)
Bayesian Networks 3 - Probabilistic Programming | Stanford CS221: AI (Autumn 2021)
#13 Building a Probabilistic Programming Framework in Julia, with Chad Scherrer
#13 Building a Probabilistic Programming Framework in Julia, with Chad Scherrer
UAI 2026 Tutorial: Probabilistic Concept Bottleneck Models (Part 1)
UAI 2026 Tutorial: Probabilistic Concept Bottleneck Models (Part 1)
From Optimization to Probabilistic Programming
From Optimization to Probabilistic Programming
Tutorial: Probabilistic Programming
Tutorial: Probabilistic Programming
JuliaCon 2017 | Turing: a Fresh Approach to Probabilistic Programming | Kai Xu
JuliaCon 2017 | Turing: a Fresh Approach to Probabilistic Programming | Kai Xu
Lecture 1 - 12 Jan - CPSC 532 2020W Topics in Prob Prog Grad Course
Lecture 1 - 12 Jan - CPSC 532 2020W Topics in Prob Prog Grad Course
Turing: A Fresh Approach to Probabilistic Programming | Kai Xu | JuliaCon 2017
Turing: A Fresh Approach to Probabilistic Programming | Kai Xu | JuliaCon 2017
Martin Jankowiak - Brief Introduction to Probabilistic Programming
Martin Jankowiak - Brief Introduction to Probabilistic Programming
Probabilistic Programming Tutorial Part 1
Probabilistic Programming Tutorial Part 1

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Last Updated: September 30, 2026

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Full [POPL 2021] Paradoxes of probabilistic programming (full) Guide
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Summary

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 For more information about Stanford's Artificial Intelligence professional and graduate How is Julia doing? I'm talking about the programming language, of course! What does the Speakers: Giuseppe Marra (KU Leuven); Pietro Barbiero (IBM Research); David Debot (KU Leuven) Slides: ... In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course. Kevin Smith, MIT BMM Summer Course 2018. Visit julialang.org/ to download Julia. Time Stamps: 00:00 Welcome! 00:10 Help us add time stamps or captions to this video! Context, Motivation, History, and Languages. Recorded at the ML in PL 2019 Conference, the University of Warsaw, 22-24 November 2019. Martin Jankowiak (Uber AI Labs) ...

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