A APPENDIX A.1 Data Preparation

Criteo are whether the user has clicked the item or not. Table 4: Statistics of the used datasets. A smaller relative ranking means a more important cross-feature. Figure 7: Training curve of baselines and the searched architecture of our PROFIT. We also present the training curve of the searched model and human-designed models in Figure 7.