Concepedia

Calibration Loss

Calibration Loss is a type of loss function used in machine learning that quantifies the discrepancy between predicted probabilities and empirical outcomes to ensure that the model's confidence estimates are statistically aligned with observed frequencies.

17

Publications

1.1K

Citations

61

Authors

25

Institutions

Publications per year

2017–2026

14

Parents

Publications

17

Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention

Dat Huynh, Ehsan Elhamifar · 2020 · 247 citations

, , +16

Calibrating deep neural networks using focal loss

Oxford University Research Archive (ORA) (University of Oxford) · 2020 · 162 citations · Full text

, , +14

DealMVC: Dual Contrastive Calibration for Multi-view Clustering

Xihong Yang, Jiaqi Jin, Siwei Wang et al. · 2023 · 117 citations

, , +14

Calibrating Deep Neural Networks using Focal Loss

Jishnu Mukhoti, Viveka Kulharia, Amartya Sanyal et al. · arXiv (Cornell University) · 2020 · 87 citations · Full text

, , +14

Regularized calibrated estimation of propensity scores with model misspecification and high-dimensional data

Zhijun Tan · Biometrika · 2019 · 81 citations

, , +16

1–5 of 17

Authors

61

  1. JM
    Jishnu Mukhoti

    University of Oxford, United Kingdom

    1 publications · 87 citations

    1

    h-index

  2. PK
    Puneet K. Dokania

    University of Oxford, United Kingdom

    1 publications · 87 citations

    1

    h-index

  3. YL
    Yue Liu

    National University of Defense Technology, China

    1 publications · 117 citations

    1

    h-index

  4. YZ
    Yu Zhang

    Huazhong University of Science and Technology, China

    1 publications · 29 citations

    1

    h-index

  5. BS
    Brian S. Bull

    Loma Linda University, United States

    1 publications · 10 citations

    1

    h-index

1–5 of 61

Institutions

25

  1. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    2 publications

    98 citations

  2. École de Technologie Supérieure

    Montreal, Canada

    2 h-index

    5 publications

    281 citations

  3. Michigan State University

    East Lansing, United States

    1 h-index

    3 publications

    87 citations

  4. University of Oxford

    Oxford, United Kingdom

    1 h-index

    4 publications

    348 citations

  5. Universidad del Noreste

    Tampico, Mexico

    1 h-index

    2 publications

    494 citations

  6. Lung Institute

    Dallas, United States

    1 h-index

    1 publications

    71 citations

  7. University of Salerno

    Fisciano, Italy

    1 h-index

    1 publications

    71 citations

  8. Oxford Research Group

    London, United Kingdom

    1 h-index

    1 publications

    87 citations

1–8 of 25

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 145 citations

    4

    h-index

  2. 3

    h-index

  3. Biometrika

    1 publications · 81 citations

    1

    h-index

  4. Oxford University Research Archive (ORA) (University of Oxford)

    Repository · 1 publications · 162 citations

    1

    h-index

  5. Journal of Digital Imaging

    1 publications · 71 citations

    1

    h-index

1–5