2 papers
q-fin.RM2026
Interpretable hybrid credit scoring for thin-file and underbanked populations
Belise Kanziga, Yaé U. Gaba, Olivier Kanamugire
We extend a residual-learning hybrid credit scoring framework (logistic regression scorecard plus a gradient-boosting correction on its residuals, decomposed at each prediction int…
cs.LG2026
Beyond Accuracy: Evaluating Efficiency, Robustness and Explainability in Deep Learning for Malaria Diagnosis
Olivier Kanamugire, Kerol Djoumessi
Malaria remains a leading cause of mortality in sub-Saharan Africa, where scarce diagnostic infrastructure makes timely, accurate diagnosis particularly challenging. While deep lea…