Locally Valid and Discriminative Prediction Intervals for Deep Learning Models.
Zhen LinShubhendu TrivediJimeng SunPublished in: NeurIPS (2021)
Keyphrases
- learning models
- prediction intervals
- regression model
- confidence level
- travel time
- machine learning
- semi supervised learning
- learning tasks
- loss function
- learning algorithm
- linear regression model
- machine learning algorithms
- semi supervised
- conditional random fields
- learning problems
- classification models
- unsupervised learning
- regression methods
- prediction error
- regression analysis
- supervised learning
- road network
- probability distribution
- confidence intervals
- training data
- image classification