Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness.
Michael J. KearnsSeth NeelAaron RothZhiwei Steven WuPublished in: CoRR (2017)
Keyphrases
- learning process
- active learning
- learning systems
- learning algorithm
- reinforcement learning
- prior knowledge
- support vector
- learning mechanism
- inductive learning
- incremental learning
- knowledge acquisition
- online learning
- database
- cooperative
- bayesian networks
- image sequences
- genetic algorithm
- machine learning
- real world
- neural network