Carannante, Giuseppina

2 publications

MIDL 2026 Testing the Trust: Verification and Validation of Bayesian Segmentation Under Uncertainty Giuseppina Carannante, Nidhal C. Bouaynaya, Dimah Dera, Hassan M. Fathallah-Shaykh, Ghulam Rasool

TMLR 2024 BaSIS-Net: From Point Estimate to Predictive Distribution in Neural Networks - A Bayesian Sequential Importance Sampling Framework Giuseppina Carannante, Nidhal Bouaynaya, Ghulam Rasool, Lyudmila Mihaylova