A fair pricing model via adversarial learning

🔬 Research Summary by Vincent Grari, a Qualified Actuary and Research Scientist at Sorbonne University and Axa Group specialized in fair machine learning. [Original paper by Vincent Grari, Arthur Charpentier, Sylvain Lamprier, Marcin Detyniecki] Overview: Sacrificing predictive performance is often viewed as an unacceptable option in machine learning. However, we note that to satisfy a … Continue reading A fair pricing model via adversarial learning