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20122026
most citedLow-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1

466 citations · 881 across the 30 of their papers we have counts for

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math.NA2015★ 4 cited

Tensor Deflation for CANDECOMP/PARAFAC. Part 3: Rank Splitting

Anh-Huy Phan, Petr Tichavsky, Andrzej Cichocki

CANDECOMP/PARAFAC (CPD) approximates multiway data by sum of rank-1 tensors. Our recent study has presented a method to rank-1 tensor deflation, i.e. sequential extraction of the r…