Jiawei Ge

UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation

2023 · arXiv (Cornell University)

Uncertainty quantification in prediction presents a compelling challenge with vast applications across various domains, including biomedical science, economics, and weather forecasting. There exists a wide array of methods for constructing prediction intervals, such as quantile …