1.4k citations · 5.9k across the 68 of their papers we have counts for
Showing 2014 · cs.LGShow all
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cs.LG2014★ 113 cited
Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness
Guoxu Zhou, Andrzej Cichocki, Qibin Zhao +1
Nonnegative Tucker decomposition (NTD) is a powerful tool for the extraction of nonnegative parts-based and physically meaningful latent components from high-dimensional tensor dat…
cs.LG2014★ 617 cited
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
Qibin Zhao, Liqing Zhang, Andrzej Cichocki
CANDECOMP/PARAFAC (CP) tensor factorization of incomplete data is a powerful technique for tensor completion through explicitly capturing the multilinear latent factors. The existi…