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Showing 2026 · cs.LGShow all
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cs.LG2026
EventADL: Open-Box Anomaly Detection and Localization Framework for Events in Cloud-Based Service Systems
Luan Pham, Victor Nicolet, Joey Dodds +2
Anomaly detection and localization (ADL) is critical for maintaining reliability and availability in cloud systems. Recent ADL developments focus on metric and log data, leaving ev…
cs.LG2026★ 10 cited
Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural Networks
Hongfei Du, Emre Barut, Fang Jin
Despite the popularity of Convolutional Neural Networks (CNN), the problem of uncertainty quantification (UQ) of CNN has been largely overlooked. Lack of efficient UQ tools severel…