21 citations · 22 across the 6 of their papers we have counts for
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math.NA2024
Incremental Hierarchical Tucker Decomposition
Doruk Aksoy, Alex A. Gorodetsky
We present two new algorithms for approximating and updating the hierarchical Tucker decomposition of tensor streams. The first algorithm, Batch Hierarchical Tucker - leaf to root…
math.NA2022★ 1 cited
An Incremental Tensor Train Decomposition Algorithm
Doruk Aksoy, David J. Gorsich, Shravan Veerapaneni +1
We present a new algorithm for incrementally updating the tensor train decomposition of a stream of tensor data. This new algorithm, called the {\em tensor train incremental core e…