most citedConformal Anomaly Detection on Spatio-Temporal Observations with Missing Data

2 citations · 2 across the 1 of their papers we have counts for

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2 papers

stat.AP2021★ 2 cited

Conformal Anomaly Detection on Spatio-Temporal Observations with Missing Data

Chen Xu, Yao Xie

We develop a distribution-free, unsupervised anomaly detection method called ECAD, which wraps around any regression algorithm and sequentially detects anomalies. Rooted in conform…

stat.ME2020

Predictive Inference Is Free with the Jackknife+-after-Bootstrap

Byol Kim, Chen Xu, Rina Foygel Barber

Ensemble learning is widely used in applications to make predictions in complex decision problems---for example, averaging models fitted to a sequence of samples bootstrapped from…