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Localized Anomaly Detection via Differentiable D-vine Copulas

arXiv cs.AI · yesterday Cached

Presents a novel estimation framework for D-vine copulas using gradient-based MLE and beam search for better global fit, and a localized anomaly detection method with uncertainty quantification via conformal prediction.

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