Helsinki University of Technology
Dissertations in Computer and Information Science
Espoo 2006 Report D18

Bayesian Inference in Nonlinear and Relational
Latent Variable Models

Tapani Raiko

Dissertation for the degree of Doctor of Science in Technology to be presented with due permission of the Department of Computer Science and Engineering for public examination and debate in Auditorium T1 at Helsinki University of Technology (Espoo, Finland) on the 1st of December, 2006, at 12 o'clock noon.

Helsinki University of Technology
Department of Computer Science and Engineering
Laboratory of Computer and Information Science

Distribution:
Helsinki University of Technology
Laboratory of Computer and Information Science
P.O. Box 5400
FI-02015 TKK
FINLAND
Tel. +358-9-451 3272
Fax +358-9-451 3277
http://www.cis.hut.fi

Available in PDF format at http://lib.tkk.fi/Diss/2006/isbn951228510X/

© Tapani Raiko

Printed version:
ISBN-13 978-951-22-8509-9
ISBN-10 951-22-8509-6

Electronic version:
ISBN-13 978-951-22-8510-5
ISBN-10 951-22-8510-X

ISSN 1459-7020

Otamedia Oy
Espoo 2006

Raiko, T. (2006):
Bayesian Inference in Nonlinear and Relational Latent Variable Models. Doctoral thesis, Helsinki University of Technology, Dissertations in Computer and Information Science, Report D18, Espoo, Finland.