Concepedia

Hinge Loss

Hinge Loss is a loss function used in classification tasks that belongs to the family of margin-based loss functions, distinguished by its piecewise linear formulation which penalizes predictions based on their deviation from a margin boundary, specifically assigning zero loss to correct classifications that exceed the margin and linear loss otherwise.

325

Publications

27.8K

Citations

944

Authors

392

Institutions

Publications per year

2017–2026

142

Parents

Publications

325

Distance Metric Learning for Large Margin Nearest Neighbor Classification

Kilian Q. Weinberger, Lawrence K. Saul · Journal of Machine Learning Research · 2009 · 4.3K citations

, , +16

Sparsity and Smoothness Via the Fused Lasso

Robert Tibshirani, Michael A. Saunders, Saharon Rosset et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 2.8K citations

, , +14

Distance Metric Learning for Large Margin Nearest Neighbor Classification

Kilian Q. Weinberger, John Blitzer, Lawrence K. Saul · 2005 · 1.7K citations

, , +16

Learning Deep Representation for Imbalanced Classification

Chen Huang, Yining Li, Chen Change Loy et al. · 2016 · 1K citations

, , +13

Minimal Loss Hashing for Compact Binary Codes

Mohammad Norouzi, David M. Blei · 2011 · 704 citations

, , +15

1–5 of 325

Authors

944

  1. IW
    Ivor W. Tsang

    University of Technology Sydney, Australia

    6 publications · 526 citations

    6

    h-index

  2. DT
    Dacheng Tao

    The University of Sydney, Australia

    5 publications · 139 citations

    5

    h-index

  3. MS
    Masashi Sugiyama

    Tokyo Institute of Technology, Japan

    5 publications · 640 citations

    5

    h-index

  4. HZ
    Hui Zou

    University of Minnesota, United States

    4 publications · 308 citations

    4

    h-index

  5. DZ
    Ding‐Xuan Zhou

    City University of Hong Kong, Hong Kong SAR China

    4 publications · 214 citations

    4

    h-index

1–5 of 944

Institutions

392

  1. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    27 publications

    1.3K citations

  2. Nanyang Technological University

    Singapore, Singapore

    10 h-index

    25 publications

    1.5K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    9 h-index

    15 publications

    391 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    7 h-index

    11 publications

    228 citations

  5. University of Michigan

    Ann Arbor, United States

    7 h-index

    14 publications

    3.6K citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    16 publications

    1.6K citations

  7. Toyota Technological Institute at Chicago

    Chicago, United States

    6 h-index

    14 publications

    595 citations

  8. The University of Tokyo

    Tokyo, Japan

    6 h-index

    12 publications

    1.2K citations

1–8 of 392

Venues

  1. arXiv (Cornell University)

    Repository · 29 publications · 869 citations

    16

    h-index

  2. 9

    h-index

  3. IEEE Access

    6 publications · 166 citations

    6

    h-index

  4. PLoS ONE

    6 publications · 118 citations

    6

    h-index

  5. Neural Information Processing Systems

    Conference · 6 publications · 399 citations

    6

    h-index

1–5