Exploring Uncertainty in Deep Learning for Construction of Prediction Intervals.
Yuandu LaiYucheng ShiYahong HanYunfeng ShaoMeiyu QiBingshuai LiPublished in: CoRR (2021)
Keyphrases
- deep learning
- prediction intervals
- regression model
- confidence level
- travel time
- linear regression model
- unsupervised learning
- prediction error
- unsupervised feature learning
- machine learning
- probability distribution
- regression analysis
- mental models
- model selection
- confidence intervals
- weakly supervised
- linear regression
- regression methods
- object recognition
- shortest path
- pairwise
- data mining