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math.NA2015★ 134 cited
Parallel Tensor Compression for Large-Scale Scientific Data
Woody Austin, Grey Ballard, Tamara G. Kolda
As parallel computing trends towards the exascale, scientific data produced by high-fidelity simulations are growing increasingly massive. For instance, a simulation on a three-dim…
math.NA2015★ 24 cited
Symmetric Orthogonal Tensor Decomposition is Trivial
Tamara G. Kolda
We consider the problem of decomposing a real-valued symmetric tensor as the sum of outer products of real-valued, pairwise orthogonal vectors. Such decompositions do not generally…