Robust uncertainty estimates with out-of-distribution pseudo-inputs training.
Pierre SegonneYevgen ZainchkovskyySøren HaubergPublished in: CoRR (2022)
Keyphrases
- robust optimization
- confidence intervals
- training and test data
- decision trees
- video sequences
- extreme values
- online learning
- training samples
- test set
- uncertain data
- sufficiently accurate
- neural network
- uniformly distributed
- training process
- probability density function
- computationally efficient
- graphical models
- probability distribution