TRIAGE: Characterizing and auditing training data for improved regression.
Nabeel SeedatJonathan CrabbéZhaozhi QianMihaela van der SchaarPublished in: NeurIPS (2023)
Keyphrases
- training data
- regression model
- learning algorithm
- training set
- decision trees
- prior knowledge
- test data
- machine learning
- test set
- regression analysis
- support vector regression
- training examples
- training process
- training dataset
- text analysis
- regression algorithm
- regression function
- aggregating algorithm
- information seeking
- data sets
- access control
- domain knowledge
- support vector
- information retrieval
- data mining
- neural network