Concepedia

Distributed Learning

Distributed Learning is a mode of education in which instruction and learning occur across multiple locations and time zones through the use of technology-mediated communication and shared digital resources, distinguishing it from traditional face-to-face and fully online centralized models by its decentralized structure and distributed participation.

2.7K

Publications

162K

Citations

6.7K

Authors

1.7K

Institutions

Publications per year

2017–2026

1.5K

Variants

Distributed Education

Parents

Children

Publications

2.7K

Communication-Efficient Learning of Deep Networks from Decentralized Data

H. Brendan McMahan, Eider Moore, Daniel Ramage et al. · arXiv (Cornell University) · 2016 · 5.2K citations · Full text

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Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

, , +14

Federated Learning: Challenges, Methods, and Future Directions

IEEE Signal Processing Magazine · 2020 · 4.6K citations · Full text

, , +13

A survey on federated learning

Chen Zhang, Yu Xie, Hang Bai et al. · Knowledge-Based Systems · 2021 · 1.7K citations

, , +8

Collaborative Learning: Cognitive and Computational Approaches

Ann Jones · Computers & Education · 2000 · 1.5K citations

, , +11

1–5 of 2.7K

Authors

6.7K

  1. HV
    H. Vincent Poor

    Princeton University, United States

    28 publications · 4.3K citations

    24

    h-index

  2. AH
    Ali H. Sayed

    University of California, Los Angeles, United States

    25 publications · 2.1K citations

    20

    h-index

  3. MB
    Mehdi Bennis

    University of Oulu, Finland

    25 publications · 3.5K citations

    20

    h-index

  4. WS
    Walid Saad

    Virginia Tech, United States

    18 publications · 4.8K citations

    16

    h-index

  5. MC
    Mingzhe Chen

    Princeton University, United States

    13 publications · 4.2K citations

    14

    h-index

1–5 of 6.7K

Institutions

1.7K

  1. Tsinghua University

    Beijing, China

    27 h-index

    100 publications

    6.2K citations

  2. Nanyang Technological University

    Singapore, Singapore

    26 h-index

    65 publications

    6.9K citations

  3. University of California, Los Angeles

    Los Angeles, United States

    25 h-index

    73 publications

    6.5K citations

  4. Princeton University

    Princeton, United States

    25 h-index

    51 publications

    9K citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    24 h-index

    45 publications

    4K citations

  6. Xidian University

    Xi'an, China

    24 h-index

    85 publications

    13.2K citations

  7. Beijing University of Posts and Telecommunications

    Beijing, China

    21 h-index

    76 publications

    4.7K citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    20 h-index

    67 publications

    8.5K citations

1–8 of 1.7K

Venues

  1. arXiv (Cornell University)

    Repository · 201 publications · 18.5K citations

    52

    h-index

  2. IEEE Internet of Things Journal

    33 publications · 3.9K citations

    26

    h-index

  3. IEEE Transactions on Wireless Communications

    31 publications · 5.3K citations

    25

    h-index

  4. IEEE Transactions on Signal Processing

    31 publications · 1.8K citations

    24

    h-index

  5. 23

    h-index

1–5