Cargando…

Machine learning uncertainties with adversarial neural networks

Machine Learning is a powerful tool to reveal and exploit correlations in a multi-dimensional parameter space. Making predictions from such correlations is a highly non-trivial task, in particular when the details of the underlying dynamics of a theoretical model are not fully understood. Using adve...

Descripción completa

Detalles Bibliográficos
Autores principales: Englert, Christoph, Galler, Peter, Harris, Philip, Spannowsky, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6390898/
https://www.ncbi.nlm.nih.gov/pubmed/30872963
http://dx.doi.org/10.1140/epjc/s10052-018-6511-8