Approximate Bayesian Learning of Partition Directed Acyclic Graphs

Partition directed acyclic graphs (PDAGs) is a model whereby the conditional probability tables (CPTs) are partitioned into parts with equal probability. In this way, the number of parameters that need to be learned can be significantly reduced so that some problems become more computationally feasi...

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Bibliographic Details
Main Author: Amundsson, Karl
Format: Others
Language:English
Published: KTH, Matematisk statistik 2016
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-192853