Spectral descriptors predict useful CNN hyperparameter starting points across 25 NIR regression tasks, with warm-start rules matching HPO on median test RMSE.
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Using Data-Derived Priors to Guide CNN Architecture Design for NIR Chemometrics
Spectral descriptors predict useful CNN hyperparameter starting points across 25 NIR regression tasks, with warm-start rules matching HPO on median test RMSE.