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20222025
most citedAccelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation

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cs.LG2025

ReLATE: Accelerating Tensor Decomposition via Safe and Efficient Learning of Sparse Encodings

Ahmed E. Helal, Fabio Checconi, Jan Laukemann +4

Tensor decomposition (TD) is essential for analyzing high-dimensional sparse data, yet its irregular computations and memory-access patterns pose major performance challenges on mo…