Generalized Tensor Factorization

Lieferzeit: Lieferbar innerhalb 14 Tagen

76,90 

ISBN: 3659566950
ISBN 13: 9783659566950
Autor: Yilmaz, Yusuf Kenan
Verlag: LAP LAMBERT Academic Publishing
Umfang: 244 S.
Erscheinungsdatum: 26.07.2014
Auflage: 1/2014
Format: 1.6 x 22 x 15
Gewicht: 381 g
Produktform: Kartoniert
Einband: Kartoniert

Beschreibung

This book covers all about tensor factorization in a generalized way. Generalization is accomplished by use of various divergence functions as well as different hidden structures. The divergence functions are generalized by the beta divergences that are connected to the Tweedie Models. The hidden structure is generalized by use of invented abstract factorization notation. Various learning algorithms including coupled tensors are, then, derived accordingly.

Autorenporträt

Y. Kenan Yilmaz received the BS degree (1992) from the Department of Computer Engineering, MS degree (1998) from the Institute of Biomedical Engineering and the PhD (2012) from the Department of Computer Engineering, all in Bogaziçi University in Istanbul. He is currently an IBM certified instructor for certain IBM products.

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