Search Results for author: Jan Argasiński

Found 1 papers, 0 papers with code

Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification

no code implementations14 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.

Binary Classification Classification +1

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