Concepedia

Divergence-based Mutual Information

Divergence-Based Mutual Information is a mutual information measure defined as the Kullback-Leibler divergence between the joint distribution of two random variables and the product of their marginal distributions, quantifying the statistical dependence between them.

14

Publications

467

Citations

31

Authors

19

Institutions

Publications per year

2017–2026

1

Parents

Publications

14

Information Theoretical Estimators Toolbox

Zoltán Szabó · arXiv (Cornell University) · 2014 · 104 citations · Full text

, , +10

Nonparametric von Mises estimators for entropies, divergences and mutual informations

Kirthevasan Kandasamy, Akshay Krishnamurthy, Barnabÿs Póczos et al. · 2015 · 83 citations

, , +14

Universal Estimation of Information Measures for Analog Sources

Qing Wang, Sanjeev R. Kulkarni, Sergio Verdú · Foundations and Trends® in Communications and Information Theory · 2009 · 57 citations

, , +15

Lautum Information

Daniel P. Palomar, Sergio Verdú · IEEE Transactions on Information Theory · 2008 · 54 citations

, , +13

On the convexity of higher order Jensen differences based on entropy functions (Corresp.)

Jacob Burbea, C. Radhakrishna Rao · IEEE Transactions on Information Theory · 1982 · 35 citations

, , +14

1–5 of 14

Authors

31

  1. SV
    Sergio Verdú

    Princeton University, United States

    2 publications · 111 citations

    2

    h-index

  2. AK
    Akshay Krishnamurthy

    Microsoft (United States), United States

    2 publications · 96 citations

    2

    h-index

  3. JM
    James M. Robins

    Harvard University, United States

    2 publications · 96 citations

    2

    h-index

  4. KK
    Kirthevasan Kandasamy

    Carnegie Mellon University, United States

    2 publications · 96 citations

    2

    h-index

  5. LW
    Larry Wasserman

    Carnegie Mellon University, United States

    1 publications · 13 citations

    1

    h-index

1–5 of 31

Institutions

19

  1. Princeton University

    Princeton, United States

    2 h-index

    4 publications

    222 citations

  2. Technion – Israel Institute of Technology

    Haifa, Israel

    1 h-index

    1 publications

    14 citations

  3. University of Mississippi

    Oxford, United States

    1 h-index

    2 publications

    28 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    1 h-index

    3 publications

    249 citations

  5. UCLA Medical Center

    Santa Monica, United States

    1 h-index

    1 publications

    17 citations

  6. Université Grenoble Alpes

    Saint-Martin-d'Hères, France

    1 h-index

    3 publications

    39 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    3 publications

    39 citations

  8. GIPSA-Lab

    Grenoble, France

    1 h-index

    3 publications

    39 citations

1–8 of 19

Venues

  1. IEEE Transactions on Information Theory

    3 publications · 103 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 117 citations

    2

    h-index

  3. Medical Image Analysis

    1 publications · 23 citations

    1

    h-index

  4. IEEE Transactions on Signal Processing

    1 publications · 14 citations

    1

    h-index

  5. JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY

    1 publications · 12 citations

    1

    h-index

1–5