Crab: Learning Certifiably Fair Predictive Models in the Presence of Selection Bias.
Jiongli ZhuNazanin SabriSainyam GalhotraBabak SalimiPublished in: CoRR (2022)
Keyphrases
- learning process
- online learning
- accurate models
- learning algorithm
- learning models
- learning systems
- prior knowledge
- reinforcement learning
- structured prediction
- unsupervised learning
- supervised learning
- data sets
- model selection
- probabilistic model
- learning experience
- statistical models
- active learning
- learning scheme
- learning rules
- bayesian networks
- data mining