Low-Rank Matrix Factorization Task

A Low-Rank Matrix Factorization Task is a matrix factorization task in which the dimensions of the latent matrices is significantly smaller (<<) than the input matrix.

• Context:
  • It can be solved by a Low-Rank Matrix Factorization System (that implements a Low-Rank Matrix Factorization Algorithm).
• See: Matrix Compression Task.

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References

2015

• https://www.slideshare.net/NishiokaYusuke/scalable-task-parallel-sgd-on-matrix-factorization-in-multicore-architectures/16
  • QUOTE:

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