1 citations · 2 across the 3 of their papers we have counts for
3 papers
Secure and Distributed Assessment of Privacy-Preserving Releases of GWAS
Túlio Pascoal, Jérémie Decouchant, Marcus Völp
Genome-wide association studies (GWAS) identify correlations between the genetic variants and an observable characteristic such as a disease. Previous works presented privacy-prese…
I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies
Túlio Pascoal, Jérémie Decouchant, Antoine Boutet +1
Genome-wide Association Studies (GWASes) identify genomic variations that are statistically associated with a trait, such as a disease, in a group of individuals. Unfortunately, ca…
Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets
Federico Lucchetti, Jérémie Decouchant, Maria Fernandes +2
Federated learning allows clients to collaboratively train models on datasets that are acquired in different locations and that cannot be exchanged because of their size or regulat…