Learning to Abstain From Uninformative Data

Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard +5

Learning and decision-making in domains with naturally high noise-to-signal ratio, such as Finance or Healthcare, is often challenging, while the stakes are very high. In this pape…