Adapting to data sparsity for efficient parallel PARAFAC tensor decomposition in Hadoop.

Kareem S. Aggour Bülent Yener

Published in: IEEE BigData (2016)

Keyphrases

tensor decomposition
data sparsity
data representation
auxiliary information
high order
collaborative filtering
low rank
tensor factorization
matrix factorization
data sets
information retrieval
reinforcement learning
higher order
decomposition algorithm