AI RESEARCH
Modeling and Controlling Deployment Reliability under Temporal Distribution Shift
arXiv CS.LG
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ArXi:2604.02351v1 Announce Type: new Machine learning models deployed in non-stationary environments are exposed to temporal distribution shift, which can erode predictive reliability over time. While common mitigation strategies such as periodic re