Browsing by Author "PETRALIA, FRANCESCA"
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Structured Bayesian learning through mixture models
PETRALIA, FRANCESCA (2013)In this thesis, we develop some Bayesian mixture density estimation for univariate and multivariate data. We start proposing a repulsive process favoring mixture components further apart. While conducting inferences on the ...