OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning.
Hantian ZhangXu ChuAbolfazl AsudehShamkant B. NavathePublished in: SIGMOD Conference (2021)
Keyphrases
- machine learning
- parameter estimation
- artificial intelligence
- high level
- statistical model
- pattern recognition
- computational model
- probabilistic model
- prediction model
- simulation model
- statistical methods
- experimental data
- mathematical model
- theoretical analysis
- probability distribution
- objective function
- learning algorithm
- information retrieval
- management system
- prior knowledge
- multi agent
- computer vision
- formal model
- data sets