I. INTRODUCTION

II. RELATED WORK

III. TABULAR DATA AND DEEP NEURAL NETWORKS

IV. DEEP NEURAL NETWORKS FOR TABULAR DATA

V. TABULAR DATA GENERATION

VI. EXPLANATION MECHANISMS FOR DEEP LEARNING WITH TABULAR DATA

VII. EXPERIMENTS

VIII. DISCUSSION AND FUTURE PROSPECTS

IX. CONCLUSION