Model Projection: Theory and Applications to Fair Machine Learning.
Wael AlghamdiShahab AsoodehHao WangFlávio P. CalmonDennis WeiKarthikeyan Natesan RamamurthyPublished in: ISIT (2020)
Keyphrases
- machine learning
- probabilistic model
- theoretical framework
- formal model
- cost function
- computational model
- theoretical foundation
- experimental data
- learning models
- objective function
- pattern recognition
- knowledge acquisition
- mathematical models
- statistical model
- mathematical model
- support vector machine
- active learning
- decision making
- learning algorithm