Patrice Simard

AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration

In supervised interactive machine learning, human knowledge about the target concept can be a powerful reference to build a concept classifier that is robust to unseen items in the real world. The main challenge lies in finding unlabeled items that can either help discover or refine subconcepts for which the current c…