Maintaining Stability and Plasticity for Predictive Churn Reduction

George Adam, Benjamin Haibe-Kains, Anna Goldenberg

Deployed machine learning models should be updated to take advantage of a larger sample size to improve performance, as more data is gathered over time. Unfortunately, even when mo…