Personalized Promotions in Practice: Dynamic Allocation and Reference Effects

Jackie Baek, Will Ma, Dmitry Mitrofanov

Partnering with a large online retailer, we consider the problem of sending daily personalized promotions to a userbase of over 20 million customers. We propose an efficient policy…