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cs.LG2025
Unifying Explainable Anomaly Detection and Root Cause Analysis in Dynamical Systems
Yue Sun, Rick S. Blum, Parv Venkitasubramaniam
Dynamical systems, prevalent in various scientific and engineering domains, are susceptible to anomalies that can significantly impact their performance and reliability. This paper…
cs.LG2025
Wasserstein-regularized Conformal Prediction under General Distribution Shift
Rui Xu, Chao Chen, Yue Sun +2
Conformal prediction yields a prediction set with guaranteed coverage of the true target under the i.i.d. assumption, which may not hold and lead to a gap between and t…