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

v1v2v3 (latest)

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

14 July 2018

Stefanie Speichert

ArXiv (abs)PDF HTML

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

9 / 9 papers shown

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 54 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 53 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 63 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