Interpretability-Guided Bi-objective Optimization: Aligning Accuracy and Explainability

arXiv:2601.00655v3 Announce Type: replace-cross Abstract: This paper introduces Interpretability-Guided Bi-objective Optimization (IGBO), a framework that trains interpretable models by incorporating structured domain knowledge via a bi-objective formulation. IGBO encodes feature importance...