2018
DOI: 10.48550/arxiv.1807.09010
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Collective Matrix Completion

Mokhtar Z. Alaya,
Olga Klopp

Abstract: Matrix completion aims to reconstruct a data matrix based on observations of a small number of its entries. Usually in matrix completion a single matrix is considered, which can be, for example, a rating matrix in recommendation system. However, in practical situations, data is often obtained from multiple sources which results in a collection of matrices rather than a single one. In this work, we consider the problem of collective matrix completion with multiple and heterogeneous matrices, which can be count,… Show more

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