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Dominik Janzing — most-cited papers & profile · Graph Learning
← authors
·
overview
Dominik Janzing
18
papers ·
93
citations ·
0
h-index
Amazon (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Graphical Causal Reasoning for Root Cause Analysis in Cloud Networks
2026
NetCause: Counterfactual Learning for Root Cause Analysis in Large-Scale Networks
2026
Root Cause Analysis of Outliers in Unknown Cyclic Graphs
2025
On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models
2025
Toward Universal Laws of Outlier Propagation
2025
Causal structure based root cause analysis of outliers
2019
Toward Falsifying Causal Graphs Using a Permutation-Based Test
2023
Top co-authors
Fabien Chraim
· 2
John Evans
· 2
and Patrick Bl\"obaum
· 1
Aram Ebtekar
· 1
Atalanti A. Mastakouri
· 1
Christos Faloutsos
· 1
Daniela Schkoda
· 1
Elias Eulig
· 1
Jian Zhang
· 1
Kailash Budhathoki
· 1
Lenon Minorics
· 1
Michaela Hardt
· 1
Topics
cs.LG
stat.ML
cs.NI
stat.ME
Uncategorized