Concepedia

Laplacian Kernels

Laplacian Kernels is a kernel function in the class of positive definite kernels that employs the Laplacian norm to measure similarity between data points, distinguished by its use of the negative exponential of the L1 distance.

305

Publications

19.1K

Citations

715

Authors

399

Institutions

Publications per year

2017–2026

84

Variants

Laplacian Kernel

Parents

Publications

305

Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation

François Fouss, Alain Pirotte, Jean-Michel Renders et al. · IEEE Transactions on Knowledge and Data Engineering · 2007 · 1.3K citations

, , +16

Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering

Yoshua Bengio, Jean-françcois Paiement, Pascal Vincent et al. · 2003 · 870 citations

, , +16

Finite propagation speed, kernel estimates for functions of the Laplace operator, and the geometry of complete Riemannian manifolds

Jeff Cheeger, M. Gromov, Michael E. Taylor · Journal of Differential Geometry · 1982 · 861 citations · Full text

, , +14

Analysis and Approximation of Nonlocal Diffusion Problems with Volume Constraints

Qiang Du, Max Gunzburger, Richard B. Lehoucq et al. · SIAM Review · 2012 · 587 citations

, , +17

Applications of New Time and Spatial Fractional Derivatives with Exponential Kernels

Michèle Caputo, Mauro Fabrizio · Progress in Fractional Differentiation and Applications · 2016 · 535 citations

, , +10

1–5 of 305

Authors

715

  1. MS
    Marco Saerens

    UCLouvain, Belgium

    4 publications · 1.4K citations

    4

    h-index

  2. GP
    Giuseppe Patanè

    Istituto di Matematica Applicata e Tecnologie Informatiche, Italy

    4 publications · 61 citations

    4

    h-index

  3. NA
    Nicola Abatangelo

    Université Libre de Bruxelles, Belgium

    3 publications · 79 citations

    3

    h-index

  4. RS
    Raanan Schul

    Stony Brook University, United States

    3 publications · 212 citations

    3

    h-index

  5. KB
    Krzysztof Bogdan

    Wrocław University of Science and Technology, Poland

    3 publications · 333 citations

    3

    h-index

1–5 of 715

Institutions

399

  1. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    17 publications

    883 citations

  2. Duke University

    Durham, United States

    5 h-index

    10 publications

    435 citations

  3. Stony Brook University

    Stony Brook, United States

    5 h-index

    11 publications

    2.8K citations

  4. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    16 publications

    615 citations

  5. UCLouvain

    Louvain-la-Neuve, Belgium

    4 h-index

    11 publications

    4.3K citations

  6. University of California, Los Angeles

    Los Angeles, United States

    4 h-index

    6 publications

    277 citations

  7. McGill University

    Montreal, Canada

    4 h-index

    5 publications

    140 citations

  8. Yale University

    New Haven, United States

    4 h-index

    7 publications

    472 citations

1–8 of 399

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 382 citations

    10

    h-index

  2. Journal of Functional Analysis

    8 publications · 791 citations

    8

    h-index

  3. Canadian Journal of Mathematics

    5 publications · 614 citations

    5

    h-index

  4. Transactions of the American Mathematical Society

    TRAN · 5 publications · 139 citations

    5

    h-index

  5. Neurocomputing

    4 publications · 214 citations

    4

    h-index

1–5