Learning Conditional Distributions using Mixtures of Truncated Basis Functions

Learning Conditional Distributions using Mixtures of Truncated Basis Functions

Mixtures of Truncated Basis Functions (MoTBFs) have recently been proposed for modelling univariate and joint distributions in hybrid Bayesian networks. In this paper we analyse the problem of learning conditional MoTBF distributions from data. Our approach utilizes a new technique for learning...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Pérez-Bernabé, Inmaculada, Salmerón Cerdán, Antonio, Langseth, Helge
Formáid:	info:eu-repo/semantics/article
Teanga:	English
Foilsithe / Cruthaithe:	2017
Rochtain ar líne:	http://hdl.handle.net/10835/4859

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