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Rényi Cross-Entropy Measures for Common Distributions and Processes with Memory

Two Rényi-type generalizations of the Shannon cross-entropy, the Rényi cross-entropy and the Natural Rényi cross-entropy, were recently used as loss functions for the improved design of deep learning generative adversarial networks. In this work, we derive the Rényi and Natural Rényi differential cr...

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Detalles Bibliográficos
Autores principales: Thierrin, Ferenc Cole, Alajaji, Fady, Linder, Tamás
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9601846/
https://www.ncbi.nlm.nih.gov/pubmed/37420437
http://dx.doi.org/10.3390/e24101417