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Robust Multiple Importance Sampling with Tsallis φ-Divergences

Multiple Importance Sampling (MIS) combines the probability density functions (pdf) of several sampling techniques. The combination weights depend on the proportion of samples used for the particular techniques. Weights can be found by optimization of the variance, but this approach is costly and nu...

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Detalles Bibliográficos
Autores principales: Sbert, Mateu, Szirmay-Kalos, László
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9497700/
https://www.ncbi.nlm.nih.gov/pubmed/36141126
http://dx.doi.org/10.3390/e24091240