Attesting Distributional Properties of Training Data for Machine Learning.
Vasisht DudduAnudeep DasNora KhayataHossein YalameThomas SchneiderN. AsokanPublished in: CoRR (2023)
Keyphrases
- machine learning
- training data
- decision trees
- learning algorithm
- supervised learning
- training set
- computer vision
- feature selection
- pattern recognition
- knowledge acquisition
- structural properties
- database
- inductive learning
- test data
- machine learning algorithms
- model selection
- explanation based learning
- classification accuracy
- active learning
- data sets
- information extraction
- training samples
- test set
- prior knowledge
- machine learning methods
- learning problems
- noisy data
- high dimensional
- neural network
- classification models
- machine learning approaches
- domain adaptation