Fast and Guaranteed Tensor Decomposition via Sketching.

Yining Wang Hsiao-Yu Fish Tung Alexander J. Smola Anima Anandkumar

Published in: NIPS (2015)

Keyphrases

tensor decomposition
data representation
auxiliary information
high order
tensor factorization
visual data
low rank
data sets
matrix factorization
social networks
multimedia
image classification
convex optimization
decomposition algorithm