Group Fairness in Bandit Arm Selection

1 code implementation • 9 Dec 2019 • Candice Schumann, Zhi Lang, Nicholas Mattei, John P. Dickerson

We propose a novel formulation of group fairness with biased feedback in the contextual multi-armed bandit (CMAB) setting.

Fairness

Making the Cut: A Bandit-based Approach to Tiered Interviewing

1 code implementation • NeurIPS 2019 • Candice Schumann, Zhi Lang, Jeffrey S. Foster, John P. Dickerson

Given a huge set of applicants, how should a firm allocate sequential resume screenings, phone interviews, and in-person site visits?