Federated learning

Browse all posts in the Federated learning category.

2 total

07DEC 2021
Federated learning
Fever-PCA
Fever-PCA (federated principal component analysis for vertically partitioned data) is a federated, privacy-preserving tool for principal component analysis, including patient stratification and dimensionality reduction.
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22NOV 2021
Federated learning
Flimma
Flimma is a privacy-preserving hybrid federated tool for differential gene expression analysis. Flimma by design preserves the privacy of the local data, since the expression profiles never leave the local execution sites and shared meta-parameters are protected via secure multi-party computation.
Read more about Flimma