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Rami El-Haddad

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Dual-Spls: A Family of Dual Sparse Partial Least Squares Regressions for Feature Selection and Prediction with Tunable Sparsity; Evaluation on Simulated and Near-Infrared (Nir) Data

Number of pages: 42 Posted: 19 Nov 2022
Louna Alsouki, Rami El-Haddad, Clément Marteau, Laurent Duval and François Wahl
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Abstract:

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Partial least squares, lasso, regression, sparsity, dual norm, chemometrics