Automatic Bayesian Density Analysis

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Automatic Bayesian Density Analysis

24 July 2018

Antonio Vergari

Alejandro Molina

Zoubin Ghahramani

Kristian Kersting

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Papers citing "Automatic Bayesian Density Analysis"

8 / 8 papers shown

Title
Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks Federico Errica Mathias Niepert TPM 97 5 0 17 May 2023
Bayesian Structure Scores for Probabilistic Circuits Yang Yang G. Gala Robert Peharz TPM 74 7 0 23 Feb 2023
Handling Epistemic and Aleatory Uncertainties in Probabilistic Circuits Federico Cerutti Lance M. Kaplan Angelika Kimmig Murat Sensoy TPM 38 14 0 22 Feb 2021
PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming Alexander K. Lew Monica Agrawal David Sontag Vikash K. Mansinghka 119 28 0 23 Jul 2020
Sum-product networks: A survey I. París Raquel Sánchez-Cauce F. Díez TPM 40 42 0 02 Apr 2020
ptype: Probabilistic Type Inference T. Ceritli Christopher K. I. Williams James Geddes 10 11 0 22 Nov 2019
Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data Simao Eduardo A. Nazábal Christopher K. I. Williams Charles Sutton DRL 74 32 0 15 Jul 2019
Bayesian Learning of Sum-Product Networks Martin Trapp Robert Peharz Hong Ge Franz Pernkopf Zoubin Ghahramani TPM 100 51 0 26 May 2019