Olivier Chapelle

Field-aware Factorization Machines in a Real-world Online Advertising System

2017

Predicting user response is one of the core machine learning tasks in computational advertising. Field-aware Factorization Machines (FFM) have recently been established as a state-of-the-art method for that problem and in particular won two Kaggle …