A R T I C L E I N F O

A B S T R A C T

1. Introduction

2. Related Work

3. Catalogue of Fairness Notions

4. Tensions Between Fairness Notions

5. Tensions Between Fairness and Privacy

6. Tension Between Fairness and Classification Accuracy

7. Empirical Analysis on Benchmark Datasets

8. Conclusion