1 code implementation • 23 Jan 2024 • Mehmet E. Lorasdagi, Mehmet Y. Turali, Ali T. Koc, Suleyman S. Kozat
However, no study has introduced a training-free framework for a generic ML model to select features while considering the importance of the feature subsets as a whole, instead of focusing on the individual features.
1 code implementation • 20 Jan 2024 • Mehmet Y. Turali, Mehmet E. Lorasdagi, Ali T. Koc, Suleyman S. Kozat
In particular, we do the joint optimization and binary masking to continuously adapt the set of features and model parameters during the training process.