A divide-and-conquer algorithm for binary matrix completion

We propose a practical algorithm for low rank matrix completion for matrices with binary entries which obtains explicit binary factors and show it performs well at the recommender task on real world datasets. The algorithm, which we call TBMC (Tiling for Binary Matrix Completion), gives interpretabl...

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Bibliographic Details
Main Authors: Beckerleg, M, Thompson, A
Format: Journal article
Language:English
Published: Elsevier 2020