Exploratory Machine Learning with Unknown Unknowns

Peng Zhao, Jia-Wei Shan, Yu-Jie Zhang +1

In conventional supervised learning, a training dataset is given with ground-truth labels from a known label set, and the learned model will classify unseen instances to known labe…