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Distributed non-negative RESCAL with Automatic Model Selection for Exascale Data
[article]
2022
arXiv
pre-print
With the boom in the development of computer hardware and software, social media, IoT platforms, and communications, there has been an exponential growth in the volume of data produced around the world. Among these data, relational datasets are growing in popularity as they provide unique insights regarding the evolution of communities and their interactions. Relational datasets are naturally non-negative, sparse, and extra-large. Relational data usually contain triples, (subject, relation,
arXiv:2202.09512v1
fatcat:pe334e2pqnduhgpsmhgpsbcphe