Concepedia

Interventional Causal Discovery

Interventional Causal Discovery is a methodological framework within causal inference that distinguishes itself by identifying causal structures through the analysis of data generated under deliberate interventions, as opposed to purely observational data.

7

Publications

171

Citations

30

Authors

16

Institutions

Publications per year

2017–2026

5

Parents

Publications

7

Inferring interventional predictions from observational learning data

Bjöörn Meder, York Hagmayer, Michael R. Waldmann · Psychonomic Bulletin & Review · 2008 · 40 citations · Full text

, , +11

Causal Interventional Training for Image Recognition

Wei Qin, Hanwang Zhang, Richang Hong et al. · IEEE Transactions on Multimedia · 2021 · 34 citations · Full text

, , +13

Causal Structure Learning: A Combinatorial Perspective

Chandler Squires, Caroline Uhler · Foundations of Computational Mathematics · 2022 · 30 citations · Full text

, , +17

Cyclic Causal Discovery from Continuous Equilibrium Data

Joris M. Mooij, Tom Heskes · arXiv (Cornell University) · 2013 · 25 citations · Full text

, , +16

Limited-Data SAR ATR Causal Method via Dual-Invariance Intervention

Chenwei Wang, Renjie Xu, Yulin Huang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2025 · 19 citations

, , +15

1–5 of 7

Authors

30

  1. GC
    G. C. Ball

    Lawrence Livermore National Laboratory, United States

    1 publications · 10 citations

    1

    h-index

  2. SÉ
    Szabolcs Éliás

    Karolinska Institutet, Sweden

    1 publications · 10 citations

    1

    h-index

  3. SL
    Sébastien Lachapelle

    Université de Montréal, Canada

    1 publications · 17 citations

    1

    h-index

  4. YZ
    Yixin Zhu

    Peking University, China

    1 publications · 15 citations

    1

    h-index

  5. TH
    Tom Heskes

    Radboud University Nijmegen, Netherlands

    1 publications · 25 citations

    1

    h-index

1–5 of 30

Institutions

16

  1. Science for Life Laboratory

    Stockholm, Sweden

    1 h-index

    7 publications

    70 citations

  2. University of Oxford

    Oxford, United Kingdom

    1 h-index

    1 publications

    10 citations

  3. Radboud University Nijmegen

    Nijmegen, The Netherlands

    1 h-index

    2 publications

    50 citations

  4. King Abdullah University of Science and Technology

    Jeddah, Saudi Arabia

    1 h-index

    1 publications

    10 citations

  5. University of Göttingen

    Göttingen, Germany

    1 h-index

    3 publications

    120 citations

  6. Université Laval

    Québec, Canada

    1 h-index

    1 publications

    17 citations

  7. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    1 publications

    34 citations

  8. University of Amsterdam

    Amsterdam, The Netherlands

    1 h-index

    1 publications

    25 citations

1–8 of 16

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 42 citations

    2

    h-index

  2. IEEE Transactions on Multimedia

    1 publications · 34 citations

    1

    h-index

  3. Psychonomic Bulletin & Review

    1 publications · 40 citations

    1

    h-index

  4. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 1 publications · 10 citations

    1

    h-index

  5. Foundations of Computational Mathematics

    1 publications · 30 citations

    1

    h-index

1–5