Concepedia

Validation Error

Validation Error is a measure of prediction inaccuracy computed on a validation dataset to assess the generalization performance of a model during the training process, distinguishing it from training error by evaluating performance on unseen data.

97

Publications

5.3K

Citations

317

Authors

168

Institutions

Publications per year

2017–2026

43

Parents

Publications

97

Born Again Neural Networks

Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen et al. · arXiv (Cornell University) · 2018 · 445 citations · Full text

, , +13

Predicting into unknown space? Estimating the area of applicability of spatial prediction models

Methods in Ecology and Evolution · 2021 · 399 citations · Full text

, , +13

Data dimensionality reduction with application to simplifying rbf network structure and improving classification performance

Xiuju Fu, Lipo Wang · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2003 · 312 citations · Full text

, , +16

Born Again Neural Networks

Tommaso Furlanello, Zachary C. Lipton, Michael Tschannen et al. · CaltechAUTHORS (California Institute of Technology) · 2018 · 276 citations · Full text

, , +13

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks

Xingcheng Zhang, Zhizhong Li, Chen Change Loy et al. · 2017 · 246 citations

, , +11

1–5 of 97

Authors

317

  1. JL
    Jan Larsen

    Technical University of Denmark, Denmark

    2 publications · 40 citations

    2

    h-index

  2. TF
    Tommaso Furlanello

    University of Southern California, United States

    2 publications · 721 citations

    2

    h-index

  3. ZL
    Zhizhong Li

    South China University of Technology, China

    2 publications · 284 citations

    2

    h-index

  4. ZC
    Zachary C. Lipton

    Carnegie Mellon University, United States

    2 publications · 721 citations

    2

    h-index

  5. PI
    Peter I. Frazier

    Cornell University, United States

    2 publications · 86 citations

    2

    h-index

1–5 of 317

Institutions

168

  1. University of Southern California

    Los Angeles, United States

    3 h-index

    4 publications

    749 citations

  2. Nagoya Institute of Technology

    Nagoya, Japan

    3 h-index

    7 publications

    222 citations

  3. Beijing Institute of Technology

    Beijing, China

    2 h-index

    5 publications

    328 citations

  4. University of Washington

    Seattle, United States

    2 h-index

    7 publications

    395 citations

  5. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    6 publications

    684 citations

  6. Technical University of Denmark

    Kongens Lyngby, Denmark

    2 h-index

    6 publications

    136 citations

  7. Cornell University

    Ithaca, United States

    2 h-index

    6 publications

    258 citations

  8. Duke University

    Durham, United States

    2 h-index

    3 publications

    38 citations

1–8 of 168

Venues

  1. arXiv (Cornell University)

    Repository · 12 publications · 861 citations

    11

    h-index

  2. Energies

    3 publications · 62 citations

    3

    h-index

  3. Scientific Reports

    2 publications · 75 citations

    2

    h-index

  4. Bioinformatics

    2 publications · 167 citations

    2

    h-index

  5. Journal of Mechanical Design

    2 publications · 84 citations

    2

    h-index

1–5