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Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning.
Yair Horesh
Noa Haas
Elhanan Mishraky
Yehezkel S. Resheff
Shir Meir Lador
Published in:
CoRR (2019)
Keyphrases
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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