Concepedia

Squared Hinge Loss

Squared Hinge Loss is a loss function in machine learning that belongs to the class of margin-based loss functions, distinguished by its formulation as the squared positive part of the difference between one and the product of the true label and the predicted score, thereby penalizing misclassifications more severely than the standard hinge loss.

36

Publications

1.5K

Citations

105

Authors

72

Institutions

Publications per year

2017–2026

20

Parents

Publications

36

Continuous Gesture Segmentation and Recognition Using 3DCNN and Convolutional LSTM

Guangming Zhu, Liang Zhang, Peiyi Shen et al. · IEEE Transactions on Multimedia · 2018 · 123 citations

, , +16

Robust support vector machines based on the rescaled hinge loss function

Guibiao Xu, Zheng Cao, Bao-Gang Hu et al. · Pattern Recognition · 2016 · 116 citations

, , +12

Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems

G. S. D. Babu · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 107 citations

, , +11

Linear dimensionality reduction for multi-label classification

Shuiwang Ji, Jieping Ye · 2009 · 88 citations

, , +13

A Study on L2-Loss (Squared Hinge-Loss) Multiclass SVM

Ching-pei Lee, Chih‐Jen Lin · Neural Computation · 2013 · 78 citations

, , +13

1–5 of 36

Authors

105

  1. IW
    Ivor W. Tsang

    University of Technology Sydney, Australia

    3 publications · 101 citations

    3

    h-index

  2. XW
    Xiaoqian Wang

    The University of Texas at Arlington, United States

    2 publications · 80 citations

    2

    h-index

  3. FN
    Feiping Nie

    Northwestern Polytechnical University, China

    2 publications · 80 citations

    2

    h-index

  4. SC
    Steven C. H. Hoi

    Nanyang Technological University, Singapore

    2 publications · 91 citations

    2

    h-index

  5. JZ
    Jinfeng Zhuang

    Nanyang Technological University, Singapore

    2 publications · 91 citations

    2

    h-index

1–5 of 105

Institutions

72

  1. Nanyang Technological University

    Singapore, Singapore

    3 h-index

    7 publications

    349 citations

  2. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    4 publications

    274 citations

  3. Northwestern Polytechnical University

    Xi'an, China

    2 h-index

    2 publications

    80 citations

  4. École Normale Supérieure

    Bujumbura, Burundi

    2 h-index

    2 publications

    37 citations

  5. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    2 h-index

    4 publications

    61 citations

  6. Sun Yat-sen University

    Guangzhou, China

    2 h-index

    5 publications

    124 citations

  7. The University of Texas at Arlington

    Arlington, United States

    2 h-index

    4 publications

    160 citations

  8. University of Birjand

    Birjand, Iran

    1 h-index

    1 publications

    11 citations

1–8 of 72

Venues

  1. Pattern Recognition

    3 publications · 204 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 58 citations

    3

    h-index

  3. Neural Networks

    3 publications · 76 citations

    3

    h-index

  4. 2

    h-index

  5. Neural Computation

    2 publications · 124 citations

    2

    h-index

1–5