Abacus: Self-Supervised Event Counting-Aligned Distributional Pretraining for Sequential User Modeling

Sullivan Castro, Artem Betlei, Thomas Di Martino +1

Modeling user purchase behavior is a critical challenge in display advertising systems, necessary for real-time bidding. The difficulty arises from the sparsity of positive user ev…