2015 Papers

Muhammad Bilal Zafar, Isabel Valera Martinez, Manuel Gomez Rodriguez, and Krishna Gummadi: Fairness Constraints: A Mechanism for Fair Classification

Benjamin Fish, Jeremy Kun, and Ádám D. Lelkes: A Confidence-Based Approach for Balancing Fairness and Accuracy

Zubin Jelveh and Michael Luca: Towards Diagnosing Accuracy Loss in Discrimination-Aware Classification: An Application to Predictive Policing

Indrė Žliobaitė: On the Relation between Accuracy and Fairness in Binary Classification