Inducing Probabilistic Programs by Bayesian Program Merging

25 October 2011

Papers citing "Inducing Probabilistic Programs by Bayesian Program Merging"

16 / 16 papers shown

Title
Learning to Infer Generative Template Programs for Visual Concepts R. K. Jones S. Chaudhuri Daniel E. Ritchie NAI BDL 77 2 0 20 Mar 2024
Efficient Incremental Belief Updates Using Weighted Virtual Observations David Tolpin 45 0 0 10 Feb 2024
ShapeCoder: Discovering Abstractions for Visual Programs from Unstructured Primitives R. K. Jones Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 75 25 0 09 May 2023
Meta-Learned Models of Cognition Marcel Binz Ishita Dasgupta Akshay K. Jagadish M. Botvinick Jane X. Wang Eric Schulz 94 27 0 12 Apr 2023
Bayesian Decision Trees via Tractable Priors and Probabilistic Context-Free Grammars Colin D. Sullivan Mo Tiwari Sebastian Thrun Chris Piech TPM 73 0 0 15 Feb 2023
Top-Down Synthesis for Library Learning Matthew Bowers Theo X. Olausson Catherine Wong Gabriel Grand J. Tenenbaum Kevin Ellis Armando Solar-Lezama DiffM 53 63 0 29 Nov 2022
How To Train Your Program: a Probabilistic Programming Pattern for Bayesian Learning From Data David Tolpin 51 0 0 08 May 2021
ShapeMOD: Macro Operation Discovery for 3D Shape Programs R. K. Jones David Charatan Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 69 9 0 13 Apr 2021
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis R. K. Jones Theresa Barton Xianghao Xu Kai Wang Ellen Jiang Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 126 32 0 17 Sep 2020
SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design Ari Seff Yaniv Ovadia Wenda Zhou Ryan P. Adams AI4CE 3DV 87 69 0 16 Jul 2020
Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling Feras A. Saad Marco F. Cusumano-Towner Ulrich Schaechtle Martin Rinard Vikash K. Mansinghka 58 62 0 14 Jul 2019
Learning Neurosymbolic Generative Models via Program Synthesis Halley Young Osbert Bastani Mayur Naik NAI 62 31 0 24 Jan 2019
Inference Over Programs That Make Predictions Yura N. Perov 35 2 0 02 Oct 2018
An Introduction to Probabilistic Programming Jan-Willem van de Meent Brooks Paige Hongseok Yang Frank Wood GP 88 200 0 27 Sep 2018
Bachelor's thesis on generative probabilistic programming (in Russian language, June 2014) Yura N. Perov BDL 20 0 0 26 Jan 2016
Learning Probabilistic Programs Yura N. Perov Frank Wood TPM 70 15 0 09 Jul 2014