Cargando…
Taming hyperparameter tuning in continuous normalizing flows using the JKO scheme
A normalizing flow (NF) is a mapping that transforms a chosen probability distribution to a normal distribution. Such flows are a common technique used for data generation and density estimation in machine learning and data science. The density estimate obtained with a NF requires a change of variab...
| Autores principales: | , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10024737/ https://www.ncbi.nlm.nih.gov/pubmed/36934141 http://dx.doi.org/10.1038/s41598-023-31521-y |