A Learning-Theoretic Framework for Certified Auditing of Machine Learning Models.
Chhavi YadavMichal MoshkovitzKamalika ChaudhuriPublished in: CoRR (2022)
Keyphrases
- theoretic framework
- machine learning models
- learning models
- learning process
- learning algorithm
- information theoretic
- learning tasks
- artificial neural networks
- active learning
- probabilistic model
- genetic programming
- unsupervised learning
- reinforcement learning
- neural network
- prior knowledge
- higher order
- machine learning algorithms