Ruchika Katariya

A machine learning framework for uncertainty aware predictive optimization in smart environment and financial systems

This research presents a novel Machine Learning Driven Methodology for Predictive Optimization (ML-DMPO). The framework introduces a theoretically grounded integration of uncertainty-aware predictive analytics with constraint-aware prescriptive optimization through a differentiab...