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20242026
most citedUncertainty Estimation by Density Aware Evidential Deep Learning

2 citations · 2 across the 3 of their papers we have counts for

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stat.ML2026

GT-PSSM: Unified Probabilistic Framework for Stochastic Dynamics Modeling and Dependency Learning in Multivariate Time Series Anomaly Detection

Wonmo Koo, Jaeyeong Lee, Taeseong Yoon +1

Multivariate time series anomaly detection (MTAD) is crucial for ensuring the safe and reliable operation of complex systems. Many existing methods learn normal patterns by trainin…