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Generalizing the Balance Heuristic Estimator in Multiple Importance Sampling

In this paper, we propose a novel and generic family of multiple importance sampling estimators. We first revisit the celebrated balance heuristic estimator, a widely used Monte Carlo technique for the approximation of intractable integrals. Then, we establish a generalized framework for the combina...

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Detalles Bibliográficos
Autores principales: Sbert, Mateu, Elvira, Víctor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871238/
https://www.ncbi.nlm.nih.gov/pubmed/35205487
http://dx.doi.org/10.3390/e24020191