Concepedia

Safe Transfer Learning

Safe Transfer Learning is a transfer learning methodology that ensures the reliable and risk-minimized adaptation of knowledge from a source domain to a target domain while preserving safety constraints throughout the learning and deployment process.

4

Publications

278

Citations

18

Authors

9

Institutions

Publications per year

2017–2026

2

Parents

Publications

4

Adaptive Transfer Learning

Bin Cao, Sinno Jialin Pan, Yu Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2010 · 141 citations · Full text

, , +12

Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning

Xinyang Chen, Sinan Wang, Bo Fu et al. · Neural Information Processing Systems · 2019 · 103 citations

, , +12

Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering

Mohammed Oualid Attaoui, Hazem Fahmy, Fabrizio Pastore et al. · ACM Transactions on Software Engineering and Methodology · 2022 · 24 citations · Full text

, , +17

Safe Transfer-Reinforcement-Learning-Based Optimal Control of Nonlinear Systems

Ming Xiao, Zhe Wu · IEEE Transactions on Cybernetics · 2024 · 11 citations · Full text

, , +15

Improving Safe Consumer Transfers in a Day Treatment Setting Using Training and Feedback

Angela R. Lebbon, John Austin, Kristen A. Rost et al. · Behavior Analysis in Practice · 2011 · 10 citations · Full text

, , +7

1–5 of 4

Authors

18

  1. JW
    Jianmin Wang

    Tsinghua University, China

    1 publications · 103 citations

    1

    h-index

  2. KA
    Kristen A. Rost

    Queens College, CUNY, United States

    1 publications · 10 citations

    1

    h-index

  3. SW
    Sinan Wang

    Tsinghua University, China

    1 publications · 103 citations

    1

    h-index

  4. DY
    Dit‐Yan Yeung

    Hong Kong University of Science and Technology, Hong Kong SAR China

    1 publications · 141 citations

    1

    h-index

  5. HF
    Hazem Fahmy

    University of Ottawa, Canada

    1 publications · 24 citations

    1

    h-index

1–5 of 18

Institutions

9

  1. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    1 h-index

    5 publications

    705 citations

  2. Queens College, CUNY

    New York, United States

    1 h-index

    1 publications

    10 citations

  3. Marymount California University

    Rancho Palos Verdes, United States

    1 h-index

    1 publications

    10 citations

  4. University of Ottawa

    Ottawa, Canada

    1 h-index

    1 publications

    24 citations

  5. Tsinghua University

    Beijing, China

    1 h-index

    5 publications

    515 citations

  6. University of Luxembourg

    Luxembourg, Luxembourg

    1 h-index

    4 publications

    96 citations

  7. The Graduate Center, CUNY

    New York, United States

    1 h-index

    1 publications

    10 citations

  8. Lehman College

    New York, United States

    1 h-index

    1 publications

    10 citations

1–8 of 9

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 141 citations

    1

    h-index

  2. Neural Information Processing Systems

    Conference · 1 publications · 103 citations

    1

    h-index

  3. Behavior Analysis in Practice

    1 publications · 10 citations

    1

    h-index

  4. ACM Transactions on Software Engineering and Methodology

    TOSEM · 1 publications · 24 citations

    1

    h-index

  5. IEEE Transactions on Cybernetics

    1 publications · 11 citations

1–5