Scholar

Dominik Janzing

Google Scholar ID: O-3bc_EAAAAJ

Amazon Development Center, Tuebingen

Causal inferencemachine learningstatisticsthermodynamicsquantum information

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Citations & Impact

All-time

Citations

11,157

H-index

41

i10-index

83

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

12 items

Graphical Causal Reasoning for Root Cause Analysis in Cloud Networks

2026

Cited

0

NetCause: Counterfactual Learning for Root Cause Analysis in Large-Scale Networks

2026

Cited

0

Measuring Semantic Progress in Multi-turn Dialogue via Information Gain

2026

Cited

0

Formalizing and falsifying causal pathways of rare events

2026

Cited

0

Evaluating Bivariate Causal Statements Based on Mutual Compatibility

2026

Cited

0

IV Co-Scientist: Multi-Agent LLM Framework for Causal Instrumental Variable Discovery

2026

Cited

0

From Guess2Graph: When and How Can Unreliable Experts Safely Boost Causal Discovery in Finite Samples?

2025

Cited

0

Root Cause Analysis of Outliers in Unknown Cyclic Graphs

2025

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)