Dynamic Clustering Algorithms via Small-Variance Analysis of Markov Chain Mixture Models

© 1979-2012 IEEE. Bayesian nonparametrics are a class of probabilistic models in which the model size is inferred from data. A recently developed methodology in this field is small-variance asymptotic analysis, a mathematical technique for deriving learning algorithms that capture much of the flexib...

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Bibliographic Details
Main Authors: Campbell, Trevor, Kulis, Brian, How, Jonathan
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2021
Online Access:https://hdl.handle.net/1721.1/134985