Concepedia

Confidence Learning

Confidence Learning is a machine learning framework that systematically adjusts model confidence estimates to align with empirical accuracy through iterative calibration and feedback.

54

Publications

3.1K

Citations

204

Authors

88

Institutions

Publications per year

2017–2026

37

Parents

Publications

54

Confidence-weighted linear classification

Mark Dredze, Koby Crammer, Fernando Pereira · 2008 · 376 citations

, , +10

Confidence-based active learning

Mingkun Li, Ishwar K. Sethi · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 229 citations

, , +11

FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation

Jaemin Na, Heechul Jung, Hyung Jin Chang et al. · 2021 · 225 citations · Full text

, , +15

Moving cast shadow detection using physics-based features

Jia‐Bin Huang, Chu‐Song Chen · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 128 citations

, , +12

Exact Convex Confidence-Weighted Learning

Koby Crammer, Mark Dredze, Fernando Pereira · 2008 · 127 citations

, , +15

1–5 of 54

Authors

204

  1. MD
    Mark Dredze

    Johns Hopkins University, United States

    4 publications · 627 citations

    4

    h-index

  2. KC
    Koby Crammer

    Technion – Israel Institute of Technology, Israel

    4 publications · 627 citations

    4

    h-index

  3. FP
    Fernando Pereira

    Instituto de Telecomunicações, Portugal

    3 publications · 547 citations

    3

    h-index

  4. CC
    Chu‐Song Chen

    Institute of Information Science, Academia Sinica, Taiwan

    2 publications · 155 citations

    2

    h-index

  5. MD
    Mostafa Dehghani

    Google (United States), United States

    2 publications · 67 citations

    2

    h-index

1–5 of 204

Institutions

88

  1. Tsinghua University

    Beijing, China

    5 h-index

    13 publications

    711 citations

  2. Google (United States)

    Mountain View, United States

    4 h-index

    4 publications

    608 citations

  3. Johns Hopkins University

    Baltimore, United States

    4 h-index

    4 publications

    152 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    8 publications

    294 citations

  5. Stanford University

    Stanford, United States

    3 h-index

    5 publications

    115 citations

  6. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    7 publications

    1.3K citations

  7. National University of Defense Technology

    Changsha, China

    2 h-index

    2 publications

    73 citations

  8. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    2 h-index

    2 publications

    28 citations

1–8 of 88

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 248 citations

    7

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 92 citations

    3

    h-index

  3. IEEE Transactions on Medical Imaging

    2 publications · 119 citations

    2

    h-index

  4. 2009 IEEE Conference on Computer Vision and Pattern Recognition

    Conference · 2 publications · 155 citations

    2

    h-index

  5. Journal of Intelligent Information Systems

    1 publications · 18 citations

    1

    h-index

1–5