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09/29/2022
Tensor-Based Sketching Method for the Low-Rank Approximation of Data Streams
Low-rank approximation in data streams is a fundamental and significant ...
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10/25/2021
A rank-adaptive higher-order orthogonal iteration algorithm for truncated Tucker decomposition
We propose a novel rank-adaptive higher-order orthogonal iteration (HOOI...
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10/20/2020
a-Tucker: Input-Adaptive and Matricization-Free Tucker Decomposition for Dense Tensors on CPUs and GPUs
Tucker decomposition is one of the most popular models for analyzing and...
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04/06/2020