Concepedia

Fast Kernel Density Estimation

Fast Kernel Density Estimation is a computational method in nonparametric statistics that accelerates the evaluation of kernel density estimates by employing approximation techniques or algorithmic optimizations to reduce time complexity relative to exact kernel summation.

62

Publications

3.4K

Citations

142

Authors

94

Institutions

Publications per year

2017–2026

20

Variants

Fast Kde

Parents

Publications

62

Improved fast gauss transform and efficient kernel density estimation

Yang, Duraiswami, Gumerov et al. · 2003 · 404 citations

, , +16

Algorithm AS 176: Kernel Density Estimation Using the Fast Fourier Transform

Bernard W. Silverman · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1982 · 283 citations

, , +11

Efficient kernel density estimation using the fast gauss transform with applications to color modeling and tracking

Ahmed Elgammal, Ramani Duraiswami, L.S. Davis · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2003 · 216 citations

, , +12

Some Archaeological Applications of Kernel Density Estimates

M. J. Baxter, C. C. Beardah, Richard Wright · Journal of Archaeological Science · 1997 · 207 citations

, , +10

A fast and objective multidimensional kernel density estimation method: fastKDE

Travis O’Brien, Karthik Kashinath, Nicholas R. Cavanaugh et al. · Computational Statistics & Data Analysis · 2016 · 168 citations · Full text

, , +14

1–5 of 62

Authors

142

  1. AG
    Alexander Gray

    Georgia Institute of Technology, United States

    4 publications · 101 citations

    4

    h-index

  2. RD
    Ramani Duraiswami

    University of Maryland, College Park, United States

    3 publications · 466 citations

    3

    h-index

  3. DL
    Dongryeol Lee

    Georgia Institute of Technology, United States

    3 publications · 81 citations

    3

    h-index

  4. BS
    Burkhardt Seifert

    University of Zurich, Switzerland

    2 publications · 71 citations

    2

    h-index

  5. JE
    Joachim Engel

    Ludwigsburg University of Education, Germany

    2 publications · 71 citations

    2

    h-index

1–5 of 142

Institutions

94

  1. Data61

    Sydney, Australia

    4 h-index

    4 publications

    204 citations

  2. University of Maryland, College Park

    College Park, United States

    4 h-index

    10 publications

    2.5K citations

  3. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    9 publications

    135 citations

  4. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    2 h-index

    2 publications

    75 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    4 publications

    191 citations

  6. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    2 publications

    27 citations

  7. UNSW Sydney

    Sydney, Australia

    2 h-index

    2 publications

    27 citations

  8. ARC Centre of Excellence for Mathematical and Statistical Frontiers

    Parkville, Australia

    2 h-index

    2 publications

    27 citations

1–8 of 94

Venues

  1. Journal of Computational and Graphical Statistics

    JCGS · 5 publications · 232 citations

    5

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 4 publications · 249 citations

    4

    h-index

  3. IEEE Transactions on Image Processing

    2 publications · 91 citations

    2

    h-index

  4. 2

    h-index

  5. Measurement Techniques

    2 publications · 24 citations

    2

    h-index

1–5