Concepedia

Negative Log-likelihood

Negative Log-Likelihood is a loss function that measures the dissimilarity between the true data distribution and the predicted probability distribution by taking the negative logarithm of the likelihood of the observed data under the model's estimated parameters.

204

Publications

30.1K

Citations

646

Authors

280

Institutions

Publications per year

2017–2026

105

Parents

Publications

204

MODELTEST: testing the model of DNA substitution.

David Posada, Keith A. Crandall · Bioinformatics · 1998 · 20.1K citations

, , +13

Neural computation of log likelihood in control of saccadic eye movements

R. H. S. Carpenter, Myriah Williams · Nature · 1995 · 854 citations

, , +15

Relative Loss Bounds for On-Line Density Estimation with the Exponential Family of Distributions

Katy S. Azoury, Manfred K. Warmuth · Machine Learning · 2001 · 292 citations · Full text

, , +14

On Tensors, Sparsity, and Nonnegative Factorizations

Tamara G. Kolda · SIAM Journal on Matrix Analysis and Applications · 2012 · 282 citations · Full text

, , +13

GEMSEC

Benedek Rózemberczki, Ryan Davies, Rik Sarkar et al. · 2019 · 270 citations · Full text

, , +15

1–5 of 204

Authors

646

  1. QM
    Q. M. Jonathan Wu

    University of Windsor, Canada

    4 publications · 277 citations

    4

    h-index

  2. RW
    Rebecca Willett

    Duke University, United States

    4 publications · 213 citations

    4

    h-index

  3. TM
    Thanh Minh Nguyen

    University of Windsor, Canada

    4 publications · 277 citations

    4

    h-index

  4. MK
    Manfred K. Warmuth

    University of California, Santa Cruz, United States

    3 publications · 353 citations

    3

    h-index

  5. JM
    Joachim M. Buhmann

    ETH Zurich, Switzerland

    3 publications · 186 citations

    3

    h-index

1–5 of 646

Institutions

280

  1. University of California, Berkeley

    Berkeley, United States

    8 h-index

    18 publications

    533 citations

  2. Google (United States)

    Mountain View, United States

    6 h-index

    14 publications

    478 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    11 publications

    402 citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    9 publications

    173 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    4 h-index

    7 publications

    620 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    6 publications

    102 citations

  7. Wuhan University

    Wuhan, China

    4 h-index

    16 publications

    363 citations

  8. University of Windsor

    Windsor, Canada

    4 h-index

    11 publications

    681 citations

1–8 of 280

Venues

  1. arXiv (Cornell University)

    Repository · 32 publications · 1K citations

    18

    h-index

  2. IEEE Transactions on Medical Imaging

    5 publications · 307 citations

    5

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 4 publications · 139 citations

    4

    h-index

  4. IEEE Transactions on Signal Processing

    4 publications · 269 citations

    4

    h-index

  5. Water Resources Research

    3 publications · 223 citations

    3

    h-index

1–5