617 citations · 1.4k across the 12 of their papers we have counts for
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cs.LG2015★ 47 cited
Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion
Qibin Zhao, Liqing Zhang, Andrzej Cichocki
Tucker decomposition is the cornerstone of modern machine learning on tensorial data analysis, which have attracted considerable attention for multiway feature extraction, compress…
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…