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cs.LG2025
Adversarial Causal Tuning for Realistic Time-series Generation
Nikolaos Gkorgkolis, Nikolaos Kougioulis, MingXue Wang +4
We address the problem of generating simulated, yet realistic, time-series data from a causal model with the same observational and interventional distributions as a given real dat…
cs.SE2025
RADICE: Causal Graph Based Root Cause Analysis for System Performance Diagnostic
Andrea Tonon, Meng Zhang, Bora Caglayan +4
Root cause analysis is one of the most crucial operations in software reliability regarding system performance diagnostic. It aims to identify the root causes of system performance…