Tube Loss: A Novel Approach for Prediction Interval Estimation

Pritam Anand, Tathagata Bandyopadhyay, Suresh Chandra

This paper proposes a novel loss function, called 'Tube Loss', for simultaneous estimation of bounds of a Prediction Interval (PI) in the regression setup. The PIs obtained by mini…