Naimur Rahman, Naazreen Tabassum

Modeling and Controlling Deployment Reliability under Temporal Distribution Shift

arXiv:2604.02351v1 Announce Type: new Abstract: Machine learning models deployed in non-stationary environments are exposed to temporal distribution shift, which can erode predictive reliability over time. …