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Tensor factorization has received a lot of interest recently in the collaborative filtering field, as a natural extension of matrix completion. That is due to the capability of tensors to model the relationships between more than two entities, such as users, products, aspects, and time. In my resear ...

Zero-shot learning consists in learning how to recognise new concepts by just having a description of them. Many sophisticated approaches have been proposed to address the challenges this problem comprises. In this paper we describe a zero-shot learning approach that can be implemented in just one l ...