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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…
stat.ME2025
Multidimensional Poverty Mapping for Small Areas
Soumojit Das, Dilshanie Deepawansa, Partha Lahiri
Many countries measure poverty based only on income or consumption. However, there is a growing awareness of measuring poverty through multiple dimensions that captures a more reas…