Root Cause Analysis of Outliers with Missing Structural Knowledge

Root Cause Analysis of Outliers with Missing Structural Knowledge

7 June 2024

Sergio Hernan Garrido Mejia

William Orchard

Patrick Blöbaum

Dominik Janzing

Papers citing "Root Cause Analysis of Outliers with Missing Structural Knowledge"

5 / 5 papers shown

Title
Robust Root Cause Diagnosis using In-Distribution Interventions Lokesh Nagalapatti Ashutosh Srivastava Sunita Sarawagi Amit Sharma 29 0 0 02 May 2025
ProRCA: A Causal Python Package for Actionable Root Cause Analysis in Real-world Business Scenarios Ahmed Dawoud Shravan Talupula CML 39 0 0 03 Mar 2025
Root Cause Analysis In Microservice Using Neural Granger Causal Discovery Cheng-Ming Lin Ching Chang Wei-Yao Wang Kuang-Da Wang Wenjie Peng AI4TS 29 12 0 02 Feb 2024
Backtracking Counterfactuals Julius von Kügelgen Abdirisak Mohamed Sander Beckers LRM 35 16 0 01 Nov 2022
Identifying Patient-Specific Root Causes with the Heteroscedastic Noise Model Eric V. Strobl Thomas A. Lasko CML 53 33 0 25 May 2022