Concepedia

Cross Entropy

Cross Entropy is a measure of the difference between two probability distributions for a given random variable or set of events, defined as the expected number of bits needed to identify an event drawn from one distribution when using a coding scheme optimized for another distribution.

1.7K

Publications

154.7K

Citations

5.6K

Authors

1.4K

Institutions

Publications per year

2017–2026

1.1K

Variants

Cross-entropy

Parents

Publications

1.7K

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 25.7K citations

, , +15

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 9.6K citations

, , +15

Least Squares Generative Adversarial Networks

Xudong Mao, Qing Li, Haoran Xie et al. · 2017 · 5.2K citations

, , +13

A Tutorial on the Cross-Entropy Method

Pieter-Tjerk de Boer, Dirk P. Kroese, Shie Mannor et al. · Annals of Operations Research · 2005 · 3K citations · Full text

, , +10

Iterative decoding of binary block and convolutional codes

J. Hagenauer, E. Offer, L. Papke · IEEE Transactions on Information Theory · 1996 · 2.3K citations

, , +16

1–5 of 1.7K

Authors

5.6K

  1. DP
    Dirk P. Kroese

    The University of Queensland, Australia

    21 publications · 4.3K citations

    18

    h-index

  2. PS
    Pengjian Shang

    Beijing Jiaotong University, China

    12 publications · 384 citations

    12

    h-index

  3. RY
    Reuven Y. Rubinstein

    Technion – Israel Institute of Technology, Israel

    9 publications · 4K citations

    9

    h-index

  4. JY
    Jun Ye

    Shaoxing University, China

    8 publications · 698 citations

    8

    h-index

  5. JC
    Jung-Chieh Chen

    National Kaohsiung Normal University, Taiwan

    8 publications · 319 citations

    8

    h-index

1–5 of 5.6K

Institutions

1.4K

  1. Tsinghua University

    Beijing, China

    24 h-index

    100 publications

    5.4K citations

  2. Chinese Academy of Sciences

    Beijing, China

    24 h-index

    113 publications

    10.8K citations

  3. Technion – Israel Institute of Technology

    Haifa, Israel

    21 h-index

    44 publications

    5.8K citations

  4. The University of Queensland

    Brisbane, Australia

    19 h-index

    33 publications

    4.9K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    19 h-index

    65 publications

    8.3K citations

  6. Northwestern Polytechnical University

    Xi'an, China

    17 h-index

    53 publications

    13.6K citations

  7. Zhejiang University

    Hangzhou, China

    17 h-index

    54 publications

    5.4K citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    17 h-index

    69 publications

    4.8K citations

1–8 of 1.4K

Venues

  1. arXiv (Cornell University)

    Repository · 200 publications · 14.2K citations

    52

    h-index

  2. IEEE Access

    63 publications · 3.4K citations

    33

    h-index

  3. Entropy

    41 publications · 1.3K citations

    20

    h-index

  4. Remote Sensing

    23 publications · 894 citations

    19

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 27 publications · 2.9K citations

    19

    h-index

1–5