2 papers
stat.ML2025
Geometric Calibration and Neutral Zones for Uncertainty-Aware Multi-Class Classification
Soumojit Das, Nairanjana Dasgupta, Prashanta Dutta
Modern artificial intelligence systems make critical decisions yet often fail silently when uncertain -- even well-calibrated models provide no mechanism to identify \textit{which…
cs.ET2025
Implementing agile healthcare frame works in the context of low income countries: Proposed Framework and Review
P K Dutta
Agile healthcare frameworks, derived from methodologies in IT and manufacturing, offer transformative potential for low-income regions. This study explores Agile integration in res…