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Evolutionary Variational Optimization of Generative Models

We combine two popular optimization approaches to derive learning algorithms for generative models: variational optimization and evolutionary algorithms. The combination is realized for generative models with discrete latents by using truncated posteriors as the family of variational distributions....

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Detalles Bibliográficos
Autores principales: Drefs, Jakob, Guiraud, Enrico, Lücke, Jörg, Wood, Frank
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2851293