Shlomo Shamai Shitz

Calibrating AI Models for Few-Shot Demodulation VIA Conformal Prediction

Artificial Intelligent (AI) tools can be useful to address model deficits in the design of communication systems. However, conventional learning-based AI algorithms yield poorly calibrated decisions, unabling to quantify their outputs uncertainty. While Bayesian learning can enhance calibration by c…