Exploring Uncertainty in Deep Learning for Construction of Prediction Intervals

Yuandu Lai, Yucheng Shi, Yahong Han +3

Deep learning has achieved impressive performance on many tasks in recent years. However, it has been found that it is still not enough for deep neural networks to provide only poi…