Concepedia

Adaptive Sampling

Adaptive Sampling is a spatial sampling strategy that iteratively selects sample locations based on previously observed data, distinguishing itself from non-adaptive methods by dynamically adjusting the sampling design to optimize information gain or estimation accuracy.

1.3K

Publications

73K

Citations

3.6K

Authors

1.2K

Institutions

Publications per year

2017–2026

488

Parents

Publications

1.3K

ADASYN: Adaptive synthetic sampling approach for imbalanced learning

Haibo He, Yang Bai, Edwardo A. Garcia et al. · 2008 · 4.4K citations

, , +16

Adaptive Rejection Sampling for Gibbs Sampling

Walter R. Gilks, Pascal Wild · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1992 · 1.7K citations

, , +15

Adaptive Sampling with the Ensemble Transform Kalman Filter. Part I: Theoretical Aspects

Craig H. Bishop, Brian J. Etherton, Sharanya J. Majumdar · Monthly Weather Review · 2001 · 1.4K citations

, , +16

Accelerating Markov Chain Monte Carlo Simulation by Differential Evolution with Self-Adaptive Randomized Subspace Sampling

Jasper A. Vrugt, Cajo J. F. ter Braak, Cees Diks et al. · International Journal of Nonlinear Sciences and Numerical Simulation · 2009 · 1.2K citations

, , +13

Adaptive Rejection Metropolis Sampling within Gibbs Sampling

Walter R. Gilks, Nicky Best, Keith Tan · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1995 · 686 citations

, , +17

1–5 of 1.3K

Authors

3.6K

  1. SK
    Steven K. Thompson

    Pennsylvania State University, United States

    14 publications · 1.3K citations

    12

    h-index

  2. GS
    Gaurav S. Sukhatme

    University of Southern California, United States

    9 publications · 307 citations

    9

    h-index

  3. MZ
    Matthias Zwicker

    University of Maryland, College Park, United States

    9 publications · 753 citations

    9

    h-index

  4. DR
    David R. Smith

    United States Geological Survey, United States

    8 publications · 323 citations

    8

    h-index

  5. TD
    Tom Dhaene

    Ghent University, Belgium

    7 publications · 753 citations

    7

    h-index

1–5 of 3.6K

Institutions

1.2K

  1. Stanford University

    Stanford, United States

    21 h-index

    44 publications

    3.9K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    18 h-index

    81 publications

    3.9K citations

  3. University of California, Berkeley

    Berkeley, United States

    16 h-index

    48 publications

    3.7K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    15 h-index

    50 publications

    3.4K citations

  5. University of Southern California

    Los Angeles, United States

    15 h-index

    42 publications

    1.9K citations

  6. University of California San Diego

    San Diego, United States

    14 h-index

    32 publications

    1.4K citations

  7. Georgia Institute of Technology

    Atlanta, United States

    14 h-index

    28 publications

    2.4K citations

  8. Pennsylvania State University

    State College, United States

    14 h-index

    24 publications

    5.1K citations

1–8 of 1.2K

Venues

  1. ACM Transactions on Graphics

    TOG · 25 publications · 2.2K citations

    21

    h-index

  2. arXiv (Cornell University)

    Repository · 40 publications · 976 citations

    18

    h-index

  3. Computer Graphics Forum

    23 publications · 945 citations

    17

    h-index

  4. IEEE Access

    15 publications · 480 citations

    13

    h-index

  5. Journal of Chemical Theory and Computation

    JCTC · 12 publications · 1.5K citations

    12

    h-index

1–5