Automatic Reparameterisation Of Probabilistic Programs Information Guide

  1. Introduction of Automatic Reparameterisation Of Probabilistic Programs
  2. Key Details
  3. History
  4. Detailed Analysis
  5. Future Outlook

Introduction of Automatic Reparameterisation Of Probabilistic Programs

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Key Details

Details Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling Guide
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History

Details Maria I. Gorinova: Automatic Reparameterisation in Probabilistic Programming Update
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Maria Gorinova   Program Analysis of Probabilistic Programs
Maria Gorinova Program Analysis of Probabilistic Programs
An Overview of Probabilistic Programming by Vikash K. Mansinghka
An Overview of Probabilistic Programming by Vikash K. Mansinghka
Probabilistic Inference in Simulators | AI & Physics | Atılım Güneş Baydin
Probabilistic Inference in Simulators | AI & Physics | Atılım Güneş Baydin
Feras Saad: Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling
Feras Saad: Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling
Probabilistic Programming for Recommender Systems
Probabilistic Programming for Recommender Systems
Causal Probabilistic Programming: Automating Reasoning In Simulation Models
Causal Probabilistic Programming: Automating Reasoning In Simulation Models
What is Deep Probabilistic Programming
What is Deep Probabilistic Programming
Probabilistic Programming and Bayesian Nonparametrics -- Frank Wood (Part 1)
Probabilistic Programming and Bayesian Nonparametrics -- Frank Wood (Part 1)
Probabilistic Programming for Augmented Intelligence
Probabilistic Programming for Augmented Intelligence
[LAFI'26] Probabilistic Programming Meets Automata Theory: Exact Inference using Weighted Automata
[LAFI'26] Probabilistic Programming Meets Automata Theory: Exact Inference using Weighted Automata
[POPL'23] ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Progra...
[POPL'23] ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Progra...

Detailed Analysis

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Last Updated: October 21, 2026

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Summary

Abstract from Maria: Markov chain Monte Carlo (MCMC) algorithms can be used to approximate a Paper and supplementary material: ... Joost-Pieter Katoen (RWTH Aachen University) simons.berkeley.edu/talks/tbd-313 Synthesis of Models and Systems. ... what we um what's the goal of Atılım Güneş Baydin – Postdoctoral Researcher, University of Oxford The Applied Machine Learning Days channel features talks ... Anusha Natarajan presents the tutorial " Certain parameter the renderer is the deterministic simulator and you use Vikash Mansinghka, MIT simons.berkeley.edu/talks/vikash-mansinghka-10-06-2016 Uncertainty in Computation.

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