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- W2885998509 abstract "Matrix factorization (MF) discovers latent features from observations, which has shown great promises in the fields of collaborative filtering, data compression, feature extraction, word embedding, etc. While many problem-specific optimization techniques have been proposed, alternating least square (ALS) remains popular due to its general applicability (e.g. easy to handle positive-unlabeled inputs), fast convergence and parallelization capability. Current MF implementations are either optimized for a single machine or with a need of a large computer cluster but still are insufficent. This is because a single machine provides limited compute power for large-scale data while multiple machines suffer from the network communication bottleneck." @default.
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- W2885998509 date "2018-08-13" @default.
- W2885998509 modified "2023-09-27" @default.
- W2885998509 title "Matrix Factorization on GPUs with Memory Optimization and Approximate Computing" @default.
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- W2885998509 doi "https://doi.org/10.1145/3225058.3225096" @default.
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