Fairness in Supervised Learning: An Information Theoretic Approach.
AmirEmad GhassamiSajad KhodadadianNegar KiyavashPublished in: CoRR (2018)
Keyphrases
- supervised learning
- unsupervised learning
- training data
- statistical learning
- semi supervised learning
- learning algorithm
- active learning
- machine learning
- multiple instance learning
- learning problems
- learning tasks
- supervised machine learning
- labeled data
- semi supervised
- reinforcement learning
- generalization error
- supervised classification
- neural network
- game theory
- resource allocation
- class labels
- training examples
- training set
- unlabeled data
- training samples
- object recognition
- face recognition
- information systems
- computer vision
- artificial intelligence
- data sets
- supervised training