Loss-Controlling Calibration for Predictive Models

D Wang, J Shi, P Wang, S Zhuang, H Li - arXiv preprint arXiv:2301.04378, 2023 - arxiv.org
We propose a learning framework for calibrating predictive models to make loss-controlling
prediction for exchangeable data, which extends our recently proposed conformal loss …