Marrying Fairness and Explainability in Supervised Learning.
Przemyslaw A. GrabowiczNicholas PerelloAarshee MishraPublished in: CoRR (2022)
Keyphrases
- supervised learning
- unsupervised learning
- training data
- learning problems
- training set
- multiple instance learning
- generalization error
- reinforcement learning
- active learning
- machine learning
- learning algorithm
- semi supervised
- semi supervised learning
- labeled data
- learning tasks
- resource allocation
- training samples
- training examples
- game theory
- supervised machine learning
- unlabeled data
- class labels
- statistical learning
- supervised classification
- data sets
- learning process
- objective function
- knowledge base
- decision making
- computer vision
- hard constraints