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.
Ai-driven model-retraining architecture to sustain operational accuracy in data-drifting environments
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.