Concepedia

Centralized Training

Centralized Training is a multi-robot learning framework in which a single, unified model or policy is trained using globally accessible information from all robots, distinguishing it from decentralized approaches by relying on a centralized data aggregation and update process.

170

Publications

8.5K

Citations

620

Authors

216

Institutions

Publications per year

2017–2026

164

Parents

Publications

170

Efficient and Privacy-Enhanced Federated Learning for Industrial Artificial Intelligence

Meng Hao, Hongwei Li, Xizhao Luo et al. · IEEE Transactions on Industrial Informatics · 2019 · 567 citations

, , +11

Privacy and Robustness in Federated Learning: Attacks and Defenses

Lingjuan Lyu, Han Yu, Xingjun Ma et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 459 citations

, , +17

SentEval: An Evaluation Toolkit for Universal Sentence Representations

Alexis Conneau, Douwe Kiela · arXiv (Cornell University) · 2018 · 347 citations · Full text

, , +16

Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches

Fan Meng, Peng Chen, Lenan Wu et al. · IEEE Transactions on Wireless Communications · 2020 · 284 citations

, , +16

Accelerating DNN Training in Wireless Federated Edge Learning Systems

Jinke Ren, Guanding Yu, Guangyao Ding · IEEE Journal on Selected Areas in Communications · 2020 · 232 citations

, , +16

1–5 of 170

Authors

620

  1. JL
    Jiawen Li

    South China University of Technology, China

    3 publications · 68 citations

    4

    h-index

  2. JK
    Joongheon Kim

    Korea University, South Korea

    4 publications · 338 citations

    4

    h-index

  3. HY
    Haipeng Yao

    Beijing University of Posts and Telecommunications, China

    4 publications · 207 citations

    4

    h-index

  4. HV
    H. Vincent Poor

    Princeton University, United States

    3 publications · 279 citations

    3

    h-index

  5. LL
    Lingjuan Lyu

    Sony Computer Science Laboratories, Japan

    3 publications · 699 citations

    3

    h-index

1–5 of 620

Institutions

216

  1. Beijing University of Posts and Telecommunications

    Beijing, China

    11 h-index

    27 publications

    1K citations

  2. University of Science and Technology of China

    Hefei, China

    8 h-index

    14 publications

    493 citations

  3. Tsinghua University

    Beijing, China

    7 h-index

    21 publications

    743 citations

  4. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    16 publications

    401 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    6 h-index

    24 publications

    3.6K citations

  6. Zhejiang University

    Hangzhou, China

    5 h-index

    13 publications

    1.3K citations

  7. Nanyang Technological University

    Singapore, Singapore

    5 h-index

    8 publications

    1.2K citations

  8. Southeast University

    Nanjing, China

    5 h-index

    12 publications

    1K citations

1–8 of 216

Venues

  1. arXiv (Cornell University)

    Repository · 19 publications · 997 citations

    16

    h-index

  2. IEEE Internet of Things Journal

    9 publications · 654 citations

    10

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 171 citations

    5

    h-index

  4. IEEE Access

    2 publications · 76 citations

    4

    h-index

  5. IEEE Transactions on Mobile Computing

    TMCCI · 2 publications · 83 citations

    4

    h-index

1–5