Marrying Fairness and Explainability in Supervised Learning.
Przemyslaw A. GrabowiczNicholas PerelloAarshee MishraPublished in: FAccT (2022)
Keyphrases
- supervised learning
- training data
- unsupervised learning
- supervised classification
- learning algorithm
- training examples
- statistical learning
- active learning
- resource allocation
- training set
- semi supervised
- reinforcement learning
- learning tasks
- machine learning
- labeled data
- learning problems
- semi supervised learning
- game theory
- supervised machine learning
- multiple instance learning
- unlabeled data
- class labels
- training samples
- cooperative
- face recognition
- generalization error
- real time
- multi objective
- evolutionary algorithm
- multiscale
- artificial intelligence
- genetic algorithm
- neural network