Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific
Language

Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Language

29 November 2018

Matthew D. Hoffman

Matthew J. Johnson

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Papers citing "Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Language"

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Title
Automatically Marginalized MCMC in Probabilistic Programming Jinlin Lai Javier Burroni Hui Guan Daniel Sheldon 87 3 0 01 Feb 2023
Nonlinear System Identification: Learning while respecting physical models using a sequential Monte Carlo method A. Wigren Johan Wågberg Fredrik Lindsten A. Wills Thomas B. Schon 50 11 0 26 Oct 2022
Probabilistic Circuits for Variational Inference in Discrete Graphical Models Andy Shih Stefano Ermon TPM 65 22 0 22 Oct 2020
Parameter elimination in particle Gibbs sampling A. Wigren Riccardo Sven Risuleo Lawrence M. Murray Fredrik Lindsten 83 15 0 30 Oct 2019
Static Analysis for Probabilistic Programs Ryan Bernstein TPM 58 20 0 10 Sep 2019
Automatic Reparameterisation of Probabilistic Programs Maria I. Gorinova Dave Moore Matthew D. Hoffman 71 29 0 07 Jun 2019
Effect Handling for Composable Program Transformations in Edward2 Dave Moore Maria I. Gorinova 117 15 0 15 Nov 2018