Stochastic Gradient Bayesian Optimal Experimental Designs for Simulation-based Inference

Simulation-based inference (SBI) methods tackle complex scientific models with challenging inverse problems. However, SBI models often face a significant hurdle due to their non-differentiable nature, which hampers the use of gradient-based optimization techniques. Bayesian Optimal Experimental Desi...

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Detalles Bibliográficos
Autores principales: Zaballa, Vincent D., Hui, Elliot E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cornell University 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10327247/
https://www.ncbi.nlm.nih.gov/pubmed/37426454

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10327247/
https://www.ncbi.nlm.nih.gov/pubmed/37426454

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