Probabilistic Program Abstractions

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Probabilistic Program Abstractions

28 May 2017

Guy Van den Broeck

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Papers citing "Probabilistic Program Abstractions"

6 / 6 papers shown

Title
An Algebraic Framework for Hierarchical Probabilistic Abstraction Nijesh Upreti Vaishak Belle 127 0 0 28 Feb 2025
Principles and Practice of Explainable Machine Learning Vaishak Belle I. Papantonis FaML 81 452 0 18 Sep 2020
Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains Vaishak Belle NAI LRM 108 36 0 15 Jun 2020
Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing Zhe Zeng Paolo Morettin Fanqi Yan Antonio Vergari Guy Van den Broeck TPM 123 16 0 28 Feb 2020
Static Analysis for Probabilistic Programs Ryan Bernstein TPM 58 20 0 10 Sep 2019
Abstracting Probabilistic Models: A Logical Perspective Vaishak Belle 61 1 0 04 Oct 2018