A Scalable Approach to Covariate and Concept Drift Management via Adaptive Data Segmentation

Vennela Yarabolu, Govind Waghmare, Sonia Gupta +1

In many real-world applications, continuous machine learning (ML) systems are crucial but prone to data drift, a phenomenon where discrepancies between historical training data and…