Open AccessJust Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs
Author(s) -
Deepak Venugopal,
Somdeb Sarkhel,
Vibhav Gogate
Publication year - 2015
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v29i1.9676
Subject(s) - bottleneck , inference , scalability , computer science , sampling (signal processing) , gibbs sampling , tree (set theory) , computational complexity theory , constraint satisfaction problem , constraint satisfaction , theoretical computer science , algorithm , graphical model , markov chain , tree traversal , search tree , constraint (computer aided design) , mathematical optimization , mathematics , search algorithm , artificial intelligence , machine learning , mathematical analysis , bayesian probability , geometry , filter (signal processing) , database , probabilistic logic , computer vision , embedded system