Concepedia

Sparse Network Inference

Sparse Network Inference is a computational methodology within network inference that specifically aims to reconstruct network structures under the assumption of sparsity, typically by identifying a minimal set of significant interactions among a large number of potential connections.

132

Publications

11.7K

Citations

413

Authors

203

Institutions

Publications per year

2017–2026

76

Parents

Publications

132

A Shrinkage Approach to Large-Scale Covariance Matrix Estimation and Implications for Functional Genomics

Juliane Schäfer, Korbinian Strimmer · Statistical Applications in Genetics and Molecular Biology · 2005 · 1.6K citations

, , +13

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

Jonathan Frankle, Michael Carbin · arXiv (Cornell University) · 2018 · 1.3K citations · Full text

, , +12

Similar network activity from disparate circuit parameters

Astrid A. Prinz, Dirk Bucher, Eve Marder · Nature Neuroscience · 2004 · 1.2K citations

, , +13

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks.

Jonathan Frankle, Michael Carbin · DSpace@MIT (Massachusetts Institute of Technology) · 2019 · 736 citations · Full text

, , +12

Inference and Phase Transitions in the Detection of Modules in Sparse Networks

Aurélien Decelle, Florent Krząkała, Cristopher Moore et al. · Physical Review Letters · 2011 · 401 citations · Full text

, , +16

1–5 of 132

Authors

413

  1. SS
    Santiago Segarra

    Rice University, United States

    3 publications · 72 citations

    3

    h-index

  2. JP
    Jean Pouget-Abadie

    Harvard University Press, United States

    3 publications · 58 citations

    3

    h-index

  3. AM
    Andrea Montanari

    Stanford University, United States

    3 publications · 115 citations

    3

    h-index

  4. AG
    Antonio G. Marqués

    Universidad Rey Juan Carlos, Spain

    3 publications · 55 citations

    3

    h-index

  5. TH
    Thibaut Horel

    Harvard University Press, United States

    3 publications · 58 citations

    3

    h-index

1–5 of 413

Institutions

203

  1. Massachusetts Institute of Technology

    Cambridge, United States

    8 h-index

    17 publications

    4.6K citations

  2. Stanford University

    Stanford, United States

    5 h-index

    13 publications

    978 citations

  3. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    13 publications

    623 citations

  4. The University of Texas at Austin

    Austin, United States

    4 h-index

    7 publications

    296 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    9 publications

    1.6K citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    15 publications

    2.2K citations

  7. University of California, Berkeley

    Berkeley, United States

    4 h-index

    13 publications

    310 citations

  8. University of Oxford

    Oxford, United Kingdom

    4 h-index

    8 publications

    402 citations

1–8 of 203

Venues

  1. arXiv (Cornell University)

    Repository · 25 publications · 2.2K citations

    17

    h-index

  2. Physical Review E

    PRE · 5 publications · 268 citations

    5

    h-index

  3. PLoS Computational Biology

    4 publications · 194 citations

    4

    h-index

  4. Lecture notes in computer science

    LNCS · Book series · 3 publications · 75 citations

    3

    h-index

  5. Neural Information Processing Systems

    Conference · 3 publications · 71 citations

    3

    h-index

1–5