Yujin Cha

Human Uncertainty Inference via Deterministic Ensemble Neural Networks

The estimation and inference of human predictive uncertainty have great potential to improve the sampling efficiency and prediction reliability of human-in-the-loop systems for smart healthcare, smart education, and human-computer interactions. Predictive uncertainty in humans is highly interpretabl…