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.
Minimizing production test time to detect faults in analog circuits.IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 13(6):796–813
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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.