29 citations · 59 across the 6 of their papers we have counts for
3 papers · 1 filter
Cross-Validation Conformal Risk Control
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone +1
Conformal risk control (CRC) is a recently proposed technique that applies post-hoc to a conventional point predictor to provide calibration guarantees. Generalizing conformal pred…
Calibrating AI Models for Wireless Communications via Conformal Prediction
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone +1
When used in complex engineered systems, such as communication networks, artificial intelligence (AI) models should be not only as accurate as possible, but also well calibrated. A…
Bayesian Active Meta-Learning for Few Pilot Demodulation and Equalization
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone +1
Two of the main principles underlying the life cycle of an artificial intelligence (AI) module in communication networks are adaptation and monitoring. Adaptation refers to the nee…