StableRCA performs mechanism-level root cause analysis via local Markov boundary estimation and conditional distribution shift detection, with exponential convergence guarantees under faithful recovery and non-degenerate shifts.
arXiv:2502.12707 , year=
2 Pith papers cite this work. Polarity classification is still indexing.
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ORCA is an agent-orchestrated interactive copilot that automates and guides end-to-end causal analysis from workflow selection to report generation across real-world use cases.
citing papers explorer
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StableRCA: Robust Graph-Agnostic Mechanism-Level Root Cause Analysis
StableRCA performs mechanism-level root cause analysis via local Markov boundary estimation and conditional distribution shift detection, with exponential convergence guarantees under faithful recovery and non-degenerate shifts.
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ORCA: An End-to-End Interactive Copilot for Optimized Root Cause Analysis
ORCA is an agent-orchestrated interactive copilot that automates and guides end-to-end causal analysis from workflow selection to report generation across real-world use cases.