Datamodels: Predicting Predictions from Training Data.
Andrew IlyasSung Min ParkLogan EngstromGuillaume LeclercAleksander MadryPublished in: CoRR (2022)
Keyphrases
- training data
- supervised learning
- data sets
- learning algorithm
- training examples
- classification accuracy
- test data
- decision trees
- labeled data
- prior knowledge
- domain knowledge
- learned models
- training samples
- training set
- training process
- data points
- input data
- artificial neural networks
- unlabeled data
- naive bayes
- website
- test set
- genetic algorithm
- classification models
- incomplete data
- neural network