Deep PLS: A Lightweight Deep Learning Model for Interpretable and Efficient Data Analytics.
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DOI: 10.1109/tnnls.2022.3154090
Abstract: The salient progress of deep learning is accompanied by nonnegligible deficiencies, such as: 1) interpretability problem; 2) requirement for large data amounts; 3) hard to design and tune parameters; and 4) heavy computation complexity. Despite… read more here.
Keywords: neural networks; deep pls; interpretable efficient; deep learning ... See more keywords