Hadi Hammoud

SAND: One-Shot Feature Selection with Additive Noise Distortion

Feature selection is a critical step in data-driven applications, reducing input dimensionality to enhance learning accuracy, computational efficiency, and interpretability. Existing state-of-the-art methods often require post-selection retraining and extensive hyperparameter tuning, complicating th…