Concepedia

Acyclicity Constraints

Acyclicity Constraints is a formal computational requirement in the context of Directed Acyclic Graphs that enforces the absence of directed cycles, thereby ensuring that no sequence of directed edges forms a closed loop, distinguishing it from general graph constraints by specifically preserving the acyclic property essential for valid topological ordering and causal inference.

33

Publications

2.6K

Citations

87

Authors

56

Institutions

Publications per year

2017–2026

12

Parents

Publications

33

Discriminative probabilistic models for relational data

Ben Taskar, Pieter Abbeel, Daphne Koller · 2002 · 637 citations

, , +13

BLOG: Probabilistic Models with Unknown Objects

Brian Milch, Bhaskara Marthi, Stuart Russell et al. · The MIT Press eBooks · 2007 · 338 citations · Full text

, , +17

DAGs with NO TEARS: Continuous Optimization for Structure Learning

Xun Zheng, Bryon Aragam, Pradeep Ravikumar et al. · arXiv (Cornell University) · 2018 · 224 citations · Full text

, , +17

Bayesian network learning with cutting planes

James Cussens · arXiv (Cornell University) · 2012 · 168 citations · Full text

, , +17

Learning Optimal Bayesian Networks: A Shortest Path Perspective

Changan Yuan, Brendan Malone · Journal of Artificial Intelligence Research · 2013 · 164 citations · Full text

, , +16

1–5 of 33

Authors

87

  1. PA
    Pieter Abbeel

    University of California, Berkeley, United States

    2 publications · 762 citations

    2

    h-index

  2. IN
    Ignavier Ng

    Huawei Technologies (China), China

    2 publications · 118 citations

    2

    h-index

  3. DK
    Daphne Koller

    Stanford University, United States

    2 publications · 762 citations

    2

    h-index

  4. IH
    Ian Horrocks

    University of Oxford, United Kingdom

    2 publications · 47 citations

    2

    h-index

  5. MK
    Markus Krötzsch

    Technische Universität Dresden, Germany

    2 publications · 50 citations

    2

    h-index

1–5 of 87

Institutions

56

  1. National Agency for New Technologies, Energy and Sustainable Economic Development

    Rome, Italy

    2 h-index

    2 publications

    49 citations

  2. University of Oxford

    Oxford, United Kingdom

    2 h-index

    6 publications

    141 citations

  3. Stanford University

    Stanford, United States

    2 h-index

    6 publications

    2.3K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    10 publications

    1K citations

  5. Huawei Technologies (China)

    Shenzhen, China

    2 h-index

    5 publications

    265 citations

  6. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    1 h-index

    1 publications

    29 citations

  7. University of Science and Technology of China

    Hefei, China

    1 h-index

    1 publications

    23 citations

  8. IBM Research - Almaden

    San Jose, United States

    1 h-index

    1 publications

    89 citations

1–8 of 56

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 677 citations

    7

    h-index

  2. HAL (Le Centre pour la Communication Scientifique Directe)

    Repository · 2 publications · 31 citations

    2

    h-index

  3. Proceedings of the Genetic and Evolutionary Computation Conference

    Conference · 1 publications · 16 citations

    1

    h-index

  4. Journal of Differential Geometry

    1 publications · 68 citations

    1

    h-index

  5. SIAM Journal on Computing

    1 publications · 22 citations

    1

    h-index

1–5