Faster TKD: Towards Lightweight Decomposition for Large-Scale Tensors With Randomized Block Sampling

Jiang, XF; Wang, XD; Yang, J; Chen, SW; Qin, X

Yang, J (通讯作者),Univ Sci & Technol China, Dept Automat, Hefei 230026, Peoples R China.;Yang, J (通讯作者),Hefei Comprehens Natl Sci Ctr, Inst Artificial Intelligence, Hefei 230031, Peoples R China.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023; 35 (8): 7966

Abstract

The Tucker Decomposition (TKD) is able to provide the low-dimensional and informative representations of real-world large-scale tensorial data, which ......

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