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612-822-4611
Generalized Tensor Factorization

Generalized Tensor Factorization

Paperback

Probability & Statistics

ISBN10: 3659566950
ISBN13: 9783659566950
Publisher: Lap Lambert Academic Pub
Published: Jul 2 2014
Pages: 244
Weight: 0.80
Height: 0.55 Width: 6.00 Depth: 9.00
Language: English
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.

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Probability & Statistics