TRIAGE: Characterizing and auditing training data for improved regression.
Nabeel SeedatJonathan CrabbéZhaozhi QianMihaela van der SchaarPublished in: CoRR (2023)
Keyphrases
- training data
- training set
- regression model
- supervised learning
- learning algorithm
- decision trees
- data sets
- regression problems
- regression analysis
- linear regression
- test data
- access control
- genetic programming
- model selection
- unlabeled data
- training examples
- least squares
- class labels
- classification accuracy
- prior knowledge
- training process
- pairwise
- database
- training instances
- simple linear