Concepedia

Sparse Network Learning

Sparse Network Learning is a machine learning framework that belongs to the class of network inference methods, distinguished by its incorporation of sparsity-inducing constraints or priors to identify minimal sets of significant regulatory interactions from high-dimensional biological data.

222

Publications

13.3K

Citations

972

Authors

365

Institutions

Publications per year

2017–2026

146

Parents

Publications

222

New perspectives and methods in link prediction

Ryan N. Lichtenwalter, Jake T. Lussier, Nitesh V. Chawla · 2010 · 673 citations

, , +13

Learning Bayesian Network Structure from Massive Datasets: The "Sparse Candidate" Algorithm

Nir Friedman, Iftach Nachman, Dana Pe’er · arXiv (Cornell University) · 1999 · 522 citations · Full text

, , +16

Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly- Throughs

Haithem Turki, Deva Ramanan, Mahadev Satyanarayanan · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 374 citations

, , +17

SNIP: Single-shot Network Pruning based on Connection Sensitivity

Namhoon Lee, Thalaiyasingam Ajanthan, Philip H. S. Torr · arXiv (Cornell University) · 2018 · 364 citations · Full text

, , +14

SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction

Liushuai Shi, Le Wang, Chengjiang Long et al. · 2021 · 314 citations

, , +14

1–5 of 222

Authors

972

  1. MP
    Mykola Pechenizkiy

    Eindhoven University of Technology, Netherlands

    6 publications · 126 citations

    6

    h-index

  2. DC
    Decebal Constantin Mocanu

    Eindhoven University of Technology, Netherlands

    6 publications · 126 citations

    6

    h-index

  3. TC
    Tianlong Chen

    The University of Texas at Austin, United States

    4 publications · 146 citations

    4

    h-index

  4. UE
    Utku Evci

    Google (United States), United States

    4 publications · 287 citations

    4

    h-index

  5. ZW
    Zhangyang Wang

    The University of Texas at Austin, United States

    4 publications · 146 citations

    4

    h-index

1–5 of 972

Institutions

365

  1. Tsinghua University

    Beijing, China

    8 h-index

    26 publications

    1.2K citations

  2. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    19 publications

    2.1K citations

  3. Xi'an Jiaotong University

    Xi'an, China

    5 h-index

    14 publications

    1.8K citations

  4. Google (United States)

    Mountain View, United States

    5 h-index

    12 publications

    994 citations

  5. University of Pennsylvania

    Philadelphia, United States

    5 h-index

    13 publications

    330 citations

  6. Indiana University – Purdue University Indianapolis

    Indianapolis, United States

    4 h-index

    18 publications

    383 citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    9 publications

    588 citations

  8. University of Twente

    Enschede, The Netherlands

    4 h-index

    8 publications

    202 citations

1–8 of 365

Venues

  1. arXiv (Cornell University)

    Repository · 42 publications · 2.5K citations

    24

    h-index

  2. Neurocomputing

    7 publications · 228 citations

    6

    h-index

  3. Expert Systems with Applications

    5 publications · 259 citations

    5

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 181 citations

    4

    h-index

  5. Bioinformatics

    3 publications · 154 citations

    3

    h-index

1–5