Fair Algorithms for Learning in Allocation Problems.
Hadi ElzaynShahin JabbariChristopher JungMichael J. KearnsSeth NeelAaron RothZachary SchutzmanPublished in: FAT (2019)
Keyphrases
- learning algorithm
- learning process
- noise tolerant
- online learning
- computationally efficient
- learning systems
- computational complexity
- learning models
- active learning
- learning tasks
- orders of magnitude
- allocation problems
- benchmark datasets
- computational cost
- significant improvement
- prior knowledge
- data structure
- reinforcement learning