Lexicographically Fair Learning: Algorithms and Generalization.
Emily DianaWesley GillIra Globus-HarrisMichael KearnsAaron RothSaeed Sharifi-MalvajerdiPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- machine learning algorithms
- efficient learning
- learning machines
- machine learning
- active learning
- learning problems
- learning scheme
- inductive learning algorithms
- learning tasks
- supervised learning
- training data
- learning process
- learning rate
- membership queries
- inductive bias
- database
- pairwise
- transfer learning
- case study
- generalization error
- genetic algorithm
- data mining
- neural network