Media Summary: So in this talk I'm going to try to propose that we should consider a change to the conceptual model of It's my great pleasure to introduce Stuart Russell, who will be talking to us about In 1854 George Boole published The Laws of Thought, and established Boolean algebra. Less well known is that half of this book ...

Probabilistic Programming With Programmable Inference - Detailed Analysis & Overview

So in this talk I'm going to try to propose that we should consider a change to the conceptual model of It's my great pleasure to introduce Stuart Russell, who will be talking to us about In 1854 George Boole published The Laws of Thought, and established Boolean algebra. Less well known is that half of this book ... Probabilistic Programming with Programmable Presented by Hongseok Yang. Presented at POPL'20. Authors: Zinkov, Rob Track: Machine Learning

[Chair] Our next talk will be by Daniel Ritchie, " Jules Jacobs (Radboud University Nijmegen) Paper: Abstract

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Probabilistic Programming with Programmable Inference

Probabilistic Programming with Programmable Inference

So in this talk I'm going to try to propose that we should consider a change to the conceptual model of

Gen: A General-Purpose Probabilistic Programming System with Programmable Inference

Gen: A General-Purpose Probabilistic Programming System with Programmable Inference

https://pldi19.sigplan.org/details/pldi-2019-papers/45/Gen-A-General-Purpose-

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Tutorial: Probabilistic Programming

Tutorial: Probabilistic Programming

For this reason, along with automated or

Hong Ge & Kai Xu: "The Turing language for probabilistic programming"

Hong Ge & Kai Xu: "The Turing language for probabilistic programming"

The second popular

Stuart Russell: "Probabilistic programming and AI"

Stuart Russell: "Probabilistic programming and AI"

It's my great pleasure to introduce Stuart Russell, who will be talking to us about

Sponsored
Causal Probabilistic Programming: Automating Reasoning In Simulation Models

Causal Probabilistic Programming: Automating Reasoning In Simulation Models

Causal

Gen: A General-Purpose Probabilistic Programming System with Programmable Inference

Gen: A General-Purpose Probabilistic Programming System with Programmable Inference

Gen: A General-Purpose

"Probabilistic Programs Which Make (Common) Sense" by Zenna Tavares

"Probabilistic Programs Which Make (Common) Sense" by Zenna Tavares

In 1854 George Boole published The Laws of Thought, and established Boolean algebra. Less well known is that half of this book ...

Tutorial: Probabilistic Programming

Tutorial: Probabilistic Programming

Kevin Smith, MIT BMM Summer Course 2018.

Probabilistic Programming Tutorial Part 1

Probabilistic Programming Tutorial Part 1

Vikash Mansinghka (MIT)

Christine Tasson: Introduction to probabilistic programming

Christine Tasson: Introduction to probabilistic programming

Probabilistic programming

[PLDI24] Probabilistic Programming with Programmable Variational Inference

[PLDI24] Probabilistic Programming with Programmable Variational Inference

Probabilistic Programming with Programmable

Kinjal Shah: A Declarative Probabilistic Programming Language For Efficient Programmable Inference

Kinjal Shah: A Declarative Probabilistic Programming Language For Efficient Programmable Inference

A quick note about the name ...

Probabilistic Programming

Probabilistic Programming

Presented by Hongseok Yang. Presented at POPL'20.

Infer.py: Probabilistic Programming and Bayesian Inference from Python; SciPy 2013 Presentation

Infer.py: Probabilistic Programming and Bayesian Inference from Python; SciPy 2013 Presentation

Authors: Zinkov, Rob Track: Machine Learning

Feras Saad: "Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling"

Feras Saad: "Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling"

... using Bayesian

Fritz Obermeyer - Probabilistic Programming and Readable Models | PyData Yerevan 2022

Fritz Obermeyer - Probabilistic Programming and Readable Models | PyData Yerevan 2022

Fritz Obermeyer Presents:

Daniel Ritchie: "Probabilistic Programming for Computer Graphics"

Daniel Ritchie: "Probabilistic Programming for Computer Graphics"

[Chair] Our next talk will be by Daniel Ritchie, "

[POPL 2021] Paradoxes of probabilistic programming (full)

[POPL 2021] Paradoxes of probabilistic programming (full)

Jules Jacobs (Radboud University Nijmegen) Paper: https://dl.acm.org/doi/pdf/10.1145/3434339 Abstract

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