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Bayesian multi-tensor factorization

Published in arXiv (Cornell University) • Dec 15, 2014
NobleIDNI4P99W85R80S04
Authors:
Suleiman A. Khan
,
Eemeli Leppäaho
,
Samuel Kaski

Abstract

We introduce Bayesian multi-tensor factorization, a model that is the first Bayesian formulation for joint factorization of multiple matrices and tensors. The research problem generalizes the joint matrix-tensor factorization problem to arbitrary sets of tensors of any depth, including matrices, can...

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