Change Detection for Local Explainability in Evolving Data Streams

Johannes Haug, Alexander Braun, Stefan Zürn +1

As complex machine learning models are increasingly used in sensitive applications like banking, trading or credit scoring, there is a growing demand for reliable explanation mecha…