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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “PCA-Triage”

PCA-Driven Adaptive Sensor Triage for Edge AI Inferencecs.LG

PCA-Triage optimizes sensor data sampling for IoT networks.

problem Excessive sensor data in IoT networks exceeds available bandwidth.

method PCA-Triage uses streaming incremental PCA loadings to adaptively triage sensor data.

result PCA-Triage achieves high inference performance with minimal bandwidth usage.

PCA-Triage sensor triage IoT streaming bandwidth optimization

2026-04-06abs ↗pdf ↗