Reliability under temporal shift is treated as a dynamic state whose volatility is controlled via selective interventions that outperform continuous retraining in stability and cost.
C., Wang, Y.-X., and Smola, A
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Modeling and Controlling Deployment Reliability under Temporal Distribution Shift
Reliability under temporal shift is treated as a dynamic state whose volatility is controlled via selective interventions that outperform continuous retraining in stability and cost.