PCA-Triage adaptively sets sensor sampling rates from incremental PCA loadings to meet bandwidth limits while preserving downstream inference F1 scores close to full-data performance.
Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions
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PCA-Driven Adaptive Sensor Triage for Edge AI Inference
PCA-Triage adaptively sets sensor sampling rates from incremental PCA loadings to meet bandwidth limits while preserving downstream inference F1 scores close to full-data performance.