A Generalization of Spatial Monte Carlo Integration
Spatial Monte Carlo integration (SMCI) is an extension of standard Monte Carlo integration and can approximate expectations on Markov random fields with high accuracy. SMCI was applied to pairwise Boltzmann machine (PBM) learning, achieving superior results over those of some existing methods. The a...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
NLM (Medline)
2021
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| Subjects: | |
| Online Access: | View Fulltext in Publisher |