Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning.
Yair HoreshNoa HaasElhanan MishrakyYehezkel S. ResheffShir Meir LadorPublished in: PKDD/ECML Workshops (1) (2019)
Keyphrases
- machine learning
- computational model
- formal model
- probabilistic model
- prior information
- prior knowledge
- pattern recognition
- cost function
- hidden markov models
- multi agent
- probability distribution
- text mining
- em algorithm
- theoretical analysis
- decision trees
- mathematical model
- machine learning methods
- knowledge base
- learning algorithm