Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making

25 Mar 2019Sina AghaeiMohammad Javad AziziPhebe Vayanos

In recent years, automated data-driven decision-making systems have enjoyed a tremendous success in a variety of fields (e.g., to make product recommendations, or to guide the production of entertainment). More recently, these algorithms are increasingly being used to assist socially sensitive decision-making (e.g., to decide who to admit into a degree program or to prioritize individuals for public housing)... (read more)

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