SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling

Dehua Cheng, Richard Peng, Yan Liu, Ioakeim Perros

Nov-21-2025, 10:56:41 GMT–Neural Information Processing Systems

Tensor CANDECOMP/P ARAFAC (CP) decomposition is a powerful but computationally challenging tool in modern data analytics.

artificial intelligence, data mining, machine learning, (19 more...)

Neural Information Processing Systems

Nov-21-2025, 10:56:41 GMT

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