Fairness Warnings and Fair-MAML: Learning Fairly with Minimal Data.
Dylan SlackSorelle A. FriedlerEmile GiventalPublished in: CoRR (2019)
Keyphrases
- data sets
- prior knowledge
- data collection
- data analysis
- data sources
- data processing
- probability distribution
- database
- experimental data
- sensor data
- human experts
- learning algorithm
- online learning
- knowledge acquisition
- data mining
- statistical analysis
- synthetic data
- learning systems
- background knowledge
- learning process
- noisy data
- complex data
- learning tasks
- learning models
- data distribution
- data streams
- resource allocation
- unsupervised learning
- data mining techniques
- small number
- training data
- high quality
- data structure