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02/24/2022
A fair pricing model via adversarial learning
At the core of insurance business lies classification between risky and ...
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09/10/2021
Fairness without the sensitive attribute via Causal Variational Autoencoder
In recent years, most fairness strategies in machine learning models foc...
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09/07/2020
Learning Unbiased Representations via Rényi Minimization
In recent years, significant work has been done to include fairness cons...
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08/30/2020
Adversarial Learning for Counterfactual Fairness
In recent years, fairness has become an important topic in the machine l...
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11/13/2019
Fair Adversarial Gradient Tree Boosting
Fair classification has become an important topic in machine learning re...
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11/12/2019
