2021
DriftSurf: Stable-State / Reactive-State Learning under Concept Drift
ICML 2021spotlight
When learning from streaming data, a change in the data distribution, also known as concept drift, can render a previously-learned model inaccurate and require training a new model. We present an adaptive learning algorithm that extends previous drift-detection-based methods by incorporating drift d…