1 INTRODUCTION

2 DEFINITION OF OUR LOSS FUNCTION TAXONOMY

3 REGULARISATION METHODS

4 REGRESSION LOSSES

5 CLASSIFICATION LOSSES

6 GENERATIVE LOSSES

7 RANKING LOSSES

8 ENERGY-BASED LOSSES

9 CONCLUSION