Concepedia

Causal Graph Search

Causal Graph Search is a methodological framework within causal inference that systematically identifies directed acyclic graphs representing plausible causal relationships from observational or experimental data by distinguishing causal structures through conditional independence tests or score-based optimization.

33

Publications

1.9K

Citations

401

Authors

137

Institutions

Publications per year

2017–2026

16

Parents

Publications

33

From loss to loneliness: The relationship between bereavement and depressive symptoms.

Eiko I. Fried, Claudi Bockting, Retha Arjadi et al. · Journal of Abnormal Psychology · 2015 · 321 citations · Full text

, , +15

Network causality structures among Bitcoin and other financial assets: A directed acyclic graph approach

Qiang Ji, Elie Bouri, Rangan Gupta et al. · The Quarterly Review of Economics and Finance · 2018 · 253 citations

, , +11

Strategies of information search in causal analysis

Harriet Shaklee, Baruch Fischhoff · Memory & Cognition · 1982 · 187 citations · Full text

, , +12

Challenges and Opportunities with Causal Discovery Algorithms: Application to Alzheimer’s Pathophysiology

Xinpeng Shen, Sisi Ma, Prashanthi Vemuri et al. · Scientific Reports · 2020 · 135 citations · Full text

, , +14

Causal Discovery with Reinforcement Learning

Shengyu Zhu, Ignavier Ng, Zhitang Chen · arXiv (Cornell University) · 2019 · 89 citations · Full text

, , +16

1–5 of 33

Authors

401

  1. SZ
    Shengyu Zhu

    Huawei Technologies (China), China

    3 publications · 155 citations

    3

    h-index

  2. RS
    Richard Scheines

    Carnegie Mellon University, United States

    2 publications · 82 citations

    2

    h-index

  3. IN
    Ignavier Ng

    Huawei Technologies (China), China

    2 publications · 118 citations

    2

    h-index

  4. PS
    Peter Spirtes

    Carnegie Mellon University, United States

    2 publications · 145 citations

    2

    h-index

  5. ZC
    Zhitang Chen

    Huawei Technologies (China), China

    2 publications · 126 citations

    2

    h-index

1–5 of 401

Institutions

137

  1. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    7 publications

    1K citations

  2. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    13 publications

    1.3K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    8 publications

    454 citations

  4. Tsinghua University

    Beijing, China

    2 h-index

    6 publications

    240 citations

  5. Huawei Technologies (China)

    Shenzhen, China

    2 h-index

    5 publications

    265 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    4 publications

    104 citations

  7. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    10 publications

    1.2K citations

  8. Helsinki Institute for Information Technology

    Espoo, Finland

    2 h-index

    4 publications

    74 citations

1–8 of 137

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 157 citations

    4

    h-index

  2. 2

    h-index

  3. Journal of Artificial Intelligence Research

    JAIR · 1 publications · 60 citations

    1

    h-index

  4. The Quarterly Review of Economics and Finance

    QREF · 1 publications · 253 citations

    1

    h-index

  5. Työväentutkimus Vuosikirja

    1 publications · 41 citations

    1

    h-index

1–5