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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.

169,051 papers · 148 categories

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1 result for “near-anomalies”
Early Failure Prediction from Near-Anomaly Detection: A Proactive Approachstat.ML

CANARI detects near-anomalies to predict future anomalies proactively.

problem Uncertainty in anomaly detection near distribution boundaries.
method Christoffel-based ANomaly Anticipation for eaRly dIscovery (CANARI) method.
result CANARI outperforms baseline methods in detecting near-anomalies and predicting future anomalies.
anomaly detectionnear-anomaliesChristoffel functionresiliencepredictive maintenance
2026-07-29abs ↗pdf ↗