Epistatic Net allows the sparse spectral regularization of deep neural networks for inferring fitness functions
Finding a biologically-relevant inductive bias for training DNNs on large fitness landscapes is challenging. Here, the authors propose a method called Epistatic Net that improves DNN prediction accuracy and interpretation speed by integrating the knowledge that higher-order epistatic interactions ar...
Enregistré dans:
| Auteurs principaux: | , , , , , , , |
|---|---|
| Format: | article |
| Langue: | EN |
| Publié: |
Nature Portfolio
2021
|
| Sujets: | |
| Accès en ligne: | https://doaj.org/article/aaa0481b36da43839b3bcab8d8fbcc3a |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|