How we use AutoML, Multi-task learning and Multi-tower models for Pinterest Ads

1 · Pinterest · Aug. 19, 2020, 6:42 p.m.
Ernest Wang | Software Engineer, Ads RankingPeople come to Pinterest in an exploration mindset, often engaging with ads the same way they do with organic Pins. Within ads our mission is to help Pinners go from inspiration to action by introducing them to the compelling products and services that advertisers have to offer. A core component of the ads marketplace is predicting engagement of Pinners based on the ads we show them. In addition to click prediction, we look at how likely a user is to s...