Yujin Cha

Human Uncertainty Inference via Deterministic Ensemble Neural Networks

2021 · Proceedings of the AAAI Conference on Artificial Intelligence

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 …