no code implementations • 14 Feb 2024 • Agus Hartoyo, Jan Argasiński, Aleksandra Trenk, Kinga Przybylska, Anna Błasiak, Alessandro Crimi
We present a novel approach that combines the eigenanalysis of a covariance matrix evaluated on a training set with a Hessian matrix evaluated on a deep learning model to achieve optimal class separability in binary classification tasks.