Adversarial Validation Approach to Concept Drift Problem in User Targeting Automation Systems at Uber

Jing Pan, Vincent Pham, Mohan Dorairaj +2

In user targeting automation systems, concept drift in input data is one of the main challenges. It deteriorates model performance on new data over time. Previous research on conce…