Concepedia

Causal Representation

Causal Representation is a formal modeling framework that specifies the causal dependencies among variables in a system, distinguishing itself from associative or statistical representations by encoding directed influence relationships grounded in interventionist or counterfactual semantics.

361

Publications

21.7K

Citations

967

Authors

418

Institutions

Publications per year

2017–2026

146

Parents

Publications

361

Toward Causal Representation Learning

Bernhard Schölkopf, Francesco Locatello, Stefan Bauer et al. · Proceedings of the IEEE · 2021 · 1K citations · Full text

, , +9

Causal reasoning with forces

Phillip Wolff, Aron K. Barbey · Frontiers in Human Neuroscience · 2015 · 794 citations · Full text

, , +17

Modeling piezoelectric stack actuators for control of micromanipulation

Michael Goldfarb, N. Celanovic · IEEE Control Systems · 1997 · 651 citations

, , +17

Direct Intracranial, fMRI, and Lesion Evidence for the Causal Role of Left Inferotemporal Cortex in Reading

Raphaël Gaillard, Lionel Naccache, Philippe Pinel et al. · Neuron · 2006 · 438 citations · Full text

, , +17

Virtual Worlds as Fuzzy Cognitive Maps

Julie Dickerson, Bart Kosko · PRESENCE Virtual and Augmented Reality · 1994 · 427 citations

, , +16

1–5 of 361

Authors

967

  1. BS
    Bernhard Schölkopf

    Max Planck Institute for Intelligent Systems, Germany

    6 publications · 1.2K citations

    6

    h-index

  2. JB
    Joshua B. Tenenbaum

    Massachusetts Institute of Technology, United States

    5 publications · 182 citations

    5

    h-index

  3. KZ
    Kun Zhang

    Carnegie Mellon University, United States

    5 publications · 260 citations

    5

    h-index

  4. BR
    Bob Rehder

    New York University, United States

    5 publications · 381 citations

    5

    h-index

  5. WJ
    William J. Torres Bobadilla

    Max Planck Institute for Physics, Germany

    5 publications · 158 citations

    5

    h-index

1–5 of 967

Institutions

418

  1. Stanford University

    Stanford, United States

    11 h-index

    20 publications

    1.1K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    11 publications

    557 citations

  3. University College London

    London, United Kingdom

    10 h-index

    20 publications

    771 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    10 h-index

    20 publications

    2.1K citations

  5. Yale University

    New Haven, United States

    7 h-index

    11 publications

    522 citations

  6. New York University

    New York, United States

    7 h-index

    9 publications

    524 citations

  7. The University of Texas at Austin

    Austin, United States

    7 h-index

    12 publications

    727 citations

  8. University of Oxford

    Oxford, United Kingdom

    6 h-index

    26 publications

    3K citations

1–8 of 418

Venues

  1. arXiv (Cornell University)

    Repository · 32 publications · 920 citations

    18

    h-index

  2. Cognitive Science

    15 publications · 1K citations

    14

    h-index

  3. eScholarship (California Digital Library)

    Repository · 8 publications · 120 citations

    7

    h-index

  4. Psychological Science

    6 publications · 994 citations

    6

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 280 citations

    5

    h-index

1–5