Fairness-guided SMT-based Rectification of Decision Trees and Random Forests

Jiang Zhang, Ivan Beschastnikh, Sergey Mechtaev +1

Data-driven decision making is gaining prominence with the popularity of various machine learning models. Unfortunately, real-life data used in machine learning training may captur…