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f-divergence Analysis of Generative Adversarial Network Cover

f-divergence Analysis of Generative Adversarial Network

Foundations of Computing and Decision Sciences
Volume 50 (2025): Issue 4 (December 2025)
By: Mahmud Hasan and  Hailin Sang  
Open Access
|Dec 2025

Authors

Mahmud Hasan

hasanm10@vcu.edu

Department of Biostatistics, Virginia Commonwealth University, Richmond, USA

Hailin Sang

sang@olemiss.edu

Department of Mathematics, University of Mississippi, University, USA
DOI: https://doi.org/10.2478/fcds-2025-0018 | Journal eISSN: 2300-3405 | Journal ISSN: 0867-6356
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Language: English
Page range: 451 - 472
Submitted on: May 19, 2025
Accepted on: Oct 16, 2025
Published on: Dec 8, 2025
Published by: Poznan University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
discriminator,
f-divergence,
GAN,
generator,
neural network
Related subjects:
Computer sciences,
Artificial intelligence,
Software development

© 2025 Mahmud Hasan, Hailin Sang, published by Poznan University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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