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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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stat.OT2012★ 37 cited

Cramer-Rao-Induced Bounds for CANDECOMP/PARAFAC tensor decomposition

Petr Tichavsky, Anh Huy Phan, Zbynek Koldovsky

This paper presents a Cramer-Rao lower bound (CRLB) on the variance of unbiased estimates of factor matrices in Canonical Polyadic (CP) or CANDECOMP/PARAFAC (CP) decompositions of…