640 citations · 3.8k across the 44 of their papers we have counts for
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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…
Triangular Alignment (TAME): A Tensor-based Approach for Higher-order Network Alignment
Shahin Mohammadi, David Gleich, Tamara Kolda +1
Network alignment has extensive applications in comparative interactomics. Traditional approaches aim to simultaneously maximize the number of conserved edges and the underlying si…
Diamond Sampling for Approximate Maximum All-pairs Dot-product (MAD) Search
Grey Ballard, Ali Pinar, Tamara G. Kolda +1
Given two sets of vectors, and , our problem is to find the top- dot products, i.e., the largest among…
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…