Tractable Querying and Learning in Hybrid Domains via Sum-Product
Networks

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Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks

14 July 2018

Stefanie Speichert

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Papers citing "Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks"

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Title
Enhancing SMT-based Weighted Model Integration by Structure Awareness Giuseppe Spallitta Gabriele Masina Paolo Morettin Andrea Passerini Roberto Sebastiani TPM 58 9 0 13 Feb 2023
FSPN: A New Class of Probabilistic Graphical Model Ziniu Wu Rong Zhu A. Pfadler Yuxing Han Jiangneng Li Zhengping Qian K. Zeng Jingren Zhou TPM 44 11 0 18 Nov 2020
Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains Vaishak Belle NAI LRM 108 36 0 15 Jun 2020
Sum-product networks: A survey I. París Raquel Sánchez-Cauce F. Díez TPM 47 42 0 02 Apr 2020
SMT + ILP Vaishak Belle 18 0 0 15 Jan 2020
On the Sample Complexity of Learning Sum-Product Networks Ishaq Aden-Ali H. Ashtiani TPM 61 2 0 05 Dec 2019
Fairness in Machine Learning with Tractable Models Michael Varley Vaishak Belle FaML 46 10 0 16 May 2019
Progressive Stochastic Binarization of Deep Networks David Hartmann Michael Wand MQ 96 1 0 03 Apr 2019
Learning Credal Sum-Product Networks Amélie Levray Vaishak Belle TPM 85 0 0 17 Jan 2019