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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

William Roy Orchard
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Elias Eulig
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Aram Ebtekar
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Sergio Hernan Garrido Mejia
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Philipp Michael Faller
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Papers

  1. Root Cause Analysis of Outliers with Missing Structural Knowledge
    NeurIPS 2025 ·
    William Roy Orchard
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  2. Toward Falsifying Causal Graphs Using a Permutation-Based Test
    AAAI 2025 ·
    Elias Eulig
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  3. Toward Universal Laws of Outlier Propagation
    UAI 2025 ·
    Aram Ebtekar
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  4. Causal vs. Anticausal merging of predictors
    NeurIPS 2024 ·
    Sergio Hernan Garrido Mejia
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  5. Quantifying intrinsic causal contributions via structure preserving interventions
    AISTATS 2024 · Dominik Janzing
  6. Self-Compatibility: Evaluating Causal Discovery without Ground Truth
    AISTATS 2024 ·
    Philipp Michael Faller
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