Wei-Sheng Chin

Field-aware Factorization Machines for CTR Prediction

2016

Click-through rate (CTR) prediction plays an important role in computational advertising. Models based on degree-2 polynomial mappings and factorization machines (FMs) are widely used for this task. Recently, a variant of FMs, field-aware factorization machines …