A Memory Constrained Approximate Bayesian Inference Approach Using Incremental Construction of Clique Trees
preprintposted on 2021-07-16, 08:06 authored by Shivani BathlaShivani Bathla, Vinita Vasudevan
The complexity of inference using the belief propagation algorithms increases exponentially with the maximum clique size. We describe an approximate inference approach when there are clique size limitations due to memory constraints using incremental construction of clique trees.
Email Address of Submitting Authoree13s064@ee.iitm.ac.in
ORCID of Submitting Author0000-0002-1109-0836
Submitting Author's InstitutionIndian Institute of Technology, Madras
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