Model Agnostic Interpretability for Multiple Instance Learning

Joseph Early, Christine Evers, Sarvapali Ramchurn

In Multiple Instance Learning (MIL), models are trained using bags of instances, where only a single label is provided for each bag. A bag label is often only determined by a handf…