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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों:	Pérez-Bernabé, Inmaculada, Salmerón Cerdán, Antonio, Langseth, Helge
स्वरूप:	info:eu-repo/semantics/article
भाषा:	English
प्रकाशित:	2017
ऑनलाइन पहुंच:	http://hdl.handle.net/10835/4859

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