Adaptive test selection via set cover and Thompson sampling bandits cuts test time 18-91% with zero escapes on 28k PCB boards, outperforming static reduction under real concept drift.
A learning-based context-aware quality test system in b5g-aided advanced manufacturing
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Quality-preserving Model for Electronics Production Quality Tests Reduction
Adaptive test selection via set cover and Thompson sampling bandits cuts test time 18-91% with zero escapes on 28k PCB boards, outperforming static reduction under real concept drift.