Achieving Outcome Fairness in Machine Learning Models for Social Decision Problems.
Boli FangMiao JiangPei-yi ChengJerry ShenYi FangPublished in: IJCAI (2020)
Keyphrases
- decision problems
- machine learning models
- influence diagrams
- machine learning algorithms
- spam filtering
- utility function
- machine learning approaches
- optimal policy
- decision model
- computational complexity
- decision processes
- multiple criteria
- machine learning
- np hard
- learning models
- multicriteria decision
- predictive model
- machine learning methods
- graphical models
- semi supervised
- search algorithm
- decision trees
- neural network
- bandit problems
- bayesian decision problems