1 INTRODUCTION

2 PRELIMINARIES AND NOTATION

3 FOUR CLASSIFICATION FRAMEWORKS FOR FAIRNESS-ENHANCING INTERVENTIONS

4 DATASETS

5 SCORE-BASED RANKING

6 FAIR SUPERVISED LEARNING

7 FAIRNESS IN OTHER DOMAINS: RECOMMENDATION AND MATCHING

8 FRAMEWORKS AND BENCHMARKS

9 DISCUSSION AND RECOMMENDATIONS

10 CONCLUSIONS