Samar Abdi

Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?

The recent development of foundation models for time series data has generated considerable interest in using such models across a variety of applications. Although foundation models achieve state-of-the-art predictive performance, their calibration properties remain relatively underexplored, despi…