Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark

Krzysztof Fonal, Rafal Zdunek. Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark. In Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada, editors, Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II. Volume 10842 of Lecture Notes in Computer Science, pages 333-342, Springer, 2018. [doi]

Abstract

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