Concepedia

Optimal Kernel Choice

Optimal Kernel Choice is a method in nonparametric statistics that identifies the kernel function minimizing the asymptotic mean integrated squared error in estimating a probability density function via kernel density estimation.

206

Publications

13.6K

Citations

560

Authors

292

Institutions

Publications per year

2017–2026

67

Parents

Publications

206

A Method for Optimal Image Subtraction

C. Alard, Robert H. Lupton · The Astrophysical Journal · 1998 · 1.4K citations · Full text

, , +14

Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters

Young‐Chan Lee · Expert Systems with Applications · 2005 · 869 citations

, , +17

Optimal kernel choice for large-scale two-sample tests

Arthur Gretton, Dino Sejdinović, Heiko Strathmann et al. · 2012 · 505 citations

, , +15

Kernels for Nonparametric Curve Estimation

Théo Gasser, H-G Muller, Volker Mammitzsch · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1985 · 474 citations

, , +16

Toward an optimal kernel extreme learning machine using a chaotic moth-flame optimization strategy with applications in medical diagnoses

Mingjing Wang, Huiling Chen, Bo Yang et al. · Neurocomputing · 2017 · 449 citations

, , +10

1–5 of 206

Authors

560

  1. RG
    Richard G. Baraniuk

    Rice University, United States

    4 publications · 453 citations

    4

    h-index

  2. DL
    Douglas L. Jones

    University of Illinois Urbana-Champaign, United States

    4 publications · 453 citations

    4

    h-index

  3. TG
    Théo Gasser

    University of Zurich, Switzerland

    4 publications · 800 citations

    4

    h-index

  4. MP
    Massimiliano Pontil

    University College London, United Kingdom

    3 publications · 1K citations

    3

    h-index

  5. MB
    Michael Brockmann

    Kliniken der Stadt Köln, Germany

    3 publications · 326 citations

    3

    h-index

1–5 of 560

Institutions

292

  1. Australian National University

    Canberra, Australia

    6 h-index

    8 publications

    462 citations

  2. Heidelberg University

    Heidelberg, Germany

    4 h-index

    5 publications

    467 citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    6 publications

    530 citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    6 publications

    506 citations

  5. University of California San Diego

    San Diego, United States

    4 h-index

    5 publications

    876 citations

  6. National University of Defense Technology

    Changsha, China

    3 h-index

    10 publications

    250 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    10 publications

    258 citations

  8. UCLouvain

    Louvain-la-Neuve, Belgium

    3 h-index

    5 publications

    539 citations

1–8 of 292

Venues

  1. The Annals of Statistics

    8 publications · 1.1K citations

    8

    h-index

  2. Statistics & Probability Letters

    7 publications · 194 citations

    7

    h-index

  3. IEEE Transactions on Signal Processing

    5 publications · 606 citations

    5

    h-index

  4. arXiv (Cornell University)

    Repository · 5 publications · 78 citations

    5

    h-index

  5. Pattern Recognition

    4 publications · 290 citations

    4

    h-index

1–5