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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Pérez-Bernabé, Inmaculada, Salmerón Cerdán, Antonio, Langseth, Helge
التنسيق: info:eu-repo/semantics/article
اللغة:English
منشور في: 2017
الوصول للمادة أونلاين:http://hdl.handle.net/10835/4859