DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift

Ashraf Tahmasbi, Ellango Jothimurugesan, Srikanta Tirthapura +1

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…