Label-Free Concept Drift Assessment for Reliable AI in Emerging Wireless Applications

Athanasios Tziouvaras, Carolina Fortuna, George Floros +4

Machine learning models deployed in non-stationary environments degrade silently, since as the input distribution drifts their accuracy decays without an error signal and without l…