640 citations · 3.8k across the 44 of their papers we have counts for
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math.NA2014★ 59 cited
Numerical Optimization for Symmetric Tensor Decomposition
Tamara G. Kolda
We consider the problem of decomposing a real-valued symmetric tensor as the sum of outer products of real-valued vectors. Algebraic methods exist for computing complex-valued deco…
math.NA2014★ 86 cited
An Adaptive Shifted Power Method for Computing Generalized Tensor Eigenpairs
Tamara G. Kolda, Jackson R. Mayo
Several tensor eigenpair definitions have been put forth in the past decade, but these can all be unified under generalized tensor eigenpair framework, introduced by Chang, Pearson…