Estimation with Uncertainty via Conditional Generative Adversarial Networks

Conventional predictive Artificial Neural Networks (ANNs) commonly employ deterministic weight matrices; therefore, their prediction is a point estimate. Such a deterministic nature in ANNs causes the limitations of using ANNs for medical diagnosis, law problems, and portfolio management in which no...

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Detalles Bibliográficos
Autores principales: Lee, Minhyeok, Seok, Junhee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8471214/
https://www.ncbi.nlm.nih.gov/pubmed/34577397
http://dx.doi.org/10.3390/s21186194

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8471214/
https://www.ncbi.nlm.nih.gov/pubmed/34577397
http://dx.doi.org/10.3390/s21186194

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