103 citations
2 papers
q-bio.NC2021★ 2 cited
Multiscale modeling of brain network organization
Charley Presigny, Fabrizio De Vico Fallani
A complete understanding of the brain requires an integrated description of the numerous scales of neural organization. It means studying the interplay of genes, synapses, and even…
stat.ML2021★ 103 cited
Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder
Clément Chadebec, Elina Thibeau-Sutre, Ninon Burgos +1
In this paper, we propose a new method to perform data augmentation in a reliable way in the High Dimensional Low Sample Size (HDLSS) setting using a geometry-based variational aut…