Concepedia

Logistic Loss

Logistic Loss is a loss function in machine learning that quantifies the discrepancy between predicted probabilities and binary true labels by applying the logarithmic penalty derived from the logistic (sigmoid) transformation.

121

Publications

8.2K

Citations

328

Authors

162

Institutions

Publications per year

2017–2026

65

Parents

Publications

121

HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition

Zhicheng Yan, Hao Zhang, Robinson Piramuthu et al. · 2015 · 928 citations

, , +16

Energy-based Generative Adversarial Network

Junbo Zhao, Michaël Mathieu, Yann LeCun · arXiv (Cornell University) · 2016 · 895 citations · Full text

, , +15

A Comprehensive Survey of Loss Functions in Machine Learning

Qi Wang, Yue Ma, Kun Zhao et al. · Annals of Data Science · 2020 · 693 citations

, , +15

Are Loss Functions All the Same?

Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto et al. · Neural Computation · 2004 · 505 citations · Full text

, , +16

From softmax to sparsemax: a sparse model of attention and multi-label classification

André F. T. Martins, Ramón Fernández Astudillo · International Conference on Machine Learning · 2016 · 295 citations

, , +15

1–5 of 121

Authors

328

  1. MT
    Matus Telgarsky

    University of Illinois Urbana-Champaign, United States

    5 publications · 169 citations

    5

    h-index

  2. FB
    Francis Bach

    Institut national de recherche en sciences et technologies du numérique, France

    5 publications · 246 citations

    5

    h-index

  3. PM
    Philip M. Long

    National University of Singapore, Singapore

    4 publications · 106 citations

    4

    h-index

  4. CT
    Christos Thrampoulidis

    California Institute of Technology, United States

    4 publications · 128 citations

    4

    h-index

  5. DP
    David P. Helmbold

    University of California, Santa Cruz, United States

    4 publications · 123 citations

    4

    h-index

1–5 of 328

Institutions

162

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    10 publications

    2.2K citations

  2. University of California, Santa Cruz

    Santa Cruz, United States

    5 h-index

    8 publications

    249 citations

  3. Tsinghua University

    Beijing, China

    5 h-index

    14 publications

    430 citations

  4. Toyota Technological Institute at Chicago

    Chicago, United States

    4 h-index

    6 publications

    222 citations

  5. Nanjing University

    Nanjing, China

    4 h-index

    6 publications

    184 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    12 publications

    381 citations

  7. University of Southern California

    Los Angeles, United States

    3 h-index

    3 publications

    52 citations

  8. Technion – Israel Institute of Technology

    Haifa, Israel

    3 h-index

    6 publications

    234 citations

1–8 of 162

Venues

  1. arXiv (Cornell University)

    Repository · 31 publications · 2.2K citations

    22

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 6 publications · 163 citations

    6

    h-index

  3. Conference on Learning Theory

    Conference · 3 publications · 50 citations

    3

    h-index

  4. IEEE Transactions on Image Processing

    3 publications · 181 citations

    3

    h-index

  5. International Conference on Machine Learning

    Conference · 3 publications · 347 citations

    3

    h-index

1–5