1 INTRODUCTION

2 WHAT WE TALK ABOUT WHEN WE TALK ABOUT FAIRNESS

3 TECHNICAL PRELIMINARIES

4 INSTANTANEOUS NOTIONS OF ALGORITHMIC FAIRNESS

5 FAIRNESS IN DYNAMIC SETTINGS

6 DIFFERENT SPECTRA OF FAIRNESS INQUIRIES

7 SUBTLETY: THE ROLE OF CAUSALITY IN FAIRNESS ANALYSIS

8 ENFORCING FAIRNESS IN DIFFERENT SPECTRA

9 CONCLUSION