Concepedia

Additive Kernels

Additive Kernels is a kernel function that belongs to the class of positive definite kernels characterized by decomposing the input space into independent components, where the kernel output is expressed as the sum of base kernels operating on individual scalar dimensions of the input vectors.

32

Publications

2.4K

Citations

66

Authors

42

Institutions

Publications per year

2017–2026

5

Parents

Publications

32

Efficient Additive Kernels via Explicit Feature Maps

Andrea Vedaldi, Andrew Zisserman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 694 citations

, , +15

Efficient additive kernels via explicit feature maps

Andrea Vedaldi, Andrew Zisserman · 2010 · 261 citations

, , +15

Efficient Classification for Additive Kernel SVMs

Subhransu Maji, Alexander C. Berg, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 219 citations

, , +16

Large-scale image categorization with explicit data embedding

Florent Perronnin, Jorge Sánchez, Yan Liu · 2010 · 152 citations

, , +13

Linear Regression-Based Efficient SVM Learning for Large-Scale Classification

Jianxin Wu, Hao Yang · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 123 citations

, , +16

1–5 of 32

Authors

66

  1. AZ
    Andrew Zisserman

    University of Oxford, United Kingdom

    4 publications · 1.1K citations

    4

    h-index

  2. AV
    Andrea Vedaldi

    University of Oxford, United Kingdom

    4 publications · 1.1K citations

    4

    h-index

  3. AG
    Andrew Gordon Wilson

    Cornell University, United States

    3 publications · 135 citations

    3

    h-index

  4. JW
    Jianxin Wu

    Nanjing University, China

    3 publications · 216 citations

    3

    h-index

  5. ND
    Nicolas Durrande

    Mines Saint-Étienne, France

    3 publications · 86 citations

    3

    h-index

1–5 of 66

Institutions

42

  1. University of Oxford

    Oxford, United Kingdom

    5 h-index

    9 publications

    2.3K citations

  2. Mines Saint-Étienne

    Saint-Etienne, France

    3 h-index

    4 publications

    99 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    77 citations

  4. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    2 publications

    177 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    6 publications

    452 citations

  6. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    2 publications

    73 citations

  7. University of Bern

    Bern, Switzerland

    2 h-index

    2 publications

    73 citations

  8. Texas A&M University

    College Station, United States

    1 h-index

    1 publications

    11 citations

1–8 of 42

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 203 citations

    5

    h-index

  2. 2

    h-index

  3. Journal of Functional Analysis

    1 publications · 32 citations

    1

    h-index

  4. Journal of Electronic Imaging

    1 publications · 11 citations

    1

    h-index

  5. 1

    h-index

1–5