, deployment, and operation of a massive-scale machine learning system for targeted display advertising. Notably, the machine … learning system itself is deployed and has been in continual use for years, for thousands of advertising campaigns (in contrast … transfer stages indeed each add value. We next present production results across a variety of advertising clients from a …