Practical Multi-Task Learning for Rare Conversions in Ad Tech

Yuval Dishi, Ophir Friedler, Yonatan Karni +2

We present a Multi-Task Learning (MTL) approach for improving predictions for rare (e.g., <1%) conversion events in online advertising. The conversions are classified into "rare" o…