CODiT: Conformal Out-of-Distribution Detection in Time-Series Data

Ramneet Kaur, Kaustubh Sridhar, Sangdon Park +4

Machine learning models are prone to making incorrect predictions on inputs that are far from the training distribution. This hinders their deployment in safety-critical applicatio…