Calibrating dimension reduction hyperparameters in the presence of noise

1 code implementation • 5 Dec 2023 • Justin Lin, Julia Fukuyama

In the context of other modeling problems, techniques such as feature-selection, cross-validation, and regularization are employed to combat overfitting, but rarely are such precautions taken when applying dimension reduction.

Dimensionality Reduction feature selection