Generalized Tensor Factorization

Yusuf Kenan Yılmaz

Generalized Tensor Factorization
Format
Paperback
Publisher
LAP Lambert Academic Publishing
Published
2 July 2014
Pages
244
ISBN
9783659566950

Generalized Tensor Factorization

Yusuf Kenan Yılmaz

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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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