OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning.

Hantian Zhang Xu Chu Abolfazl Asudeh Shamkant B. Navathe

Published in: CoRR (2021)

Keyphrases

machine learning
formal model
computational model
high level
similarity measure
probabilistic model
probability distribution
data sets
pattern recognition
management system
knowledge acquisition
theoretical analysis
decision making
statistical model
experimental data
game theory
statistical methods