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DIB-X: Formulating Explainability Principles for a Self-Explainable Model Through Information Theoretic Learning
(Peer reviewed; Journal article, 2024)The recent development of self-explainable deep learning approaches has focused on integrating well-defined explainability principles into learning process, with the goal of achieving these principles through optimization. ...