Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning.
Yair HoreshNoa HaasElhanan MishrakyYehezkel S. ResheffShir Meir LadorPublished in: CoRR (2019)
Keyphrases
- machine learning
- genetic algorithm
- computer vision
- probabilistic model
- probability distribution
- statistical model
- mathematical model
- formal model
- data mining
- machine learning methods
- experimental data
- knowledge acquisition
- markov random field
- supervised learning
- management system
- prior knowledge
- pattern recognition