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Dominik Janzing

6 papers at tracked venues · 3 at CORE A* · active 2024–2025

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Venues

AISTATS ×2NeurIPS ×2AAAI ×1UAI ×1

Frequent coauthors

Patrick Blöbaum
×4
Atalanti-Anastasia Mastakouri
×3
Sergio Hernan Garrido Mejia
×2
Philipp Michael Faller
×2
William Roy Orchard
×1
Nastaran Okati
×1
Elias Eulig
×1
Michaela Hardt
×1
Aram Ebtekar
×1
Yuhao Wang
×1
Bernhard Schölkopf
×1
Lenon Minorics
×1

Papers

  1. Root Cause Analysis of Outliers with Missing Structural Knowledge
    NeurIPS 2025 ·
    William Roy Orchard
    ,
    Nastaran Okati
    ,
    Sergio Hernan Garrido Mejia
    ,
    Patrick Blöbaum
    , Dominik Janzing
  2. Toward Falsifying Causal Graphs Using a Permutation-Based Test
    AAAI 2025 ·
    Elias Eulig
    ,
    Atalanti-Anastasia Mastakouri
    ,
    Patrick Blöbaum
    ,
    Michaela Hardt
    , Dominik Janzing
  3. Toward Universal Laws of Outlier Propagation
    UAI 2025 ·
    Aram Ebtekar
    ,
    Yuhao Wang
    , Dominik Janzing
  4. Causal vs. Anticausal merging of predictors
    NeurIPS 2024 ·
    Sergio Hernan Garrido Mejia
    ,
    Patrick Blöbaum
    ,
    Bernhard Schölkopf
    , Dominik Janzing
  5. Quantifying intrinsic causal contributions via structure preserving interventions
    AISTATS 2024 · Dominik Janzing,
    Patrick Blöbaum
    ,
    Atalanti-Anastasia Mastakouri
    ,
    Philipp Michael Faller
    ,
    Lenon Minorics
    ,
    Kailash Budhathoki
  6. Self-Compatibility: Evaluating Causal Discovery without Ground Truth
    AISTATS 2024 ·
    Philipp Michael Faller
    ,
    Leena C. Vankadara
    ,
    Atalanti-Anastasia Mastakouri
    ,
    Francesco Locatello
    , Dominik Janzing