freda is a privacy-preserving federated domain adaptation method for regression, achieving near-centralized accuracy on DNA methylation age prediction via federated Gaussian Process training.
Molecular Systems Biology 12(7), 878 (2016) https://www.embopress.org/doi/pdf/10.15252/msb.20156651
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Privacy-Preserving Federated Unsupervised Domain Adaptation for Regression on Small-Scale and High-Dimensional Biological Data
freda is a privacy-preserving federated domain adaptation method for regression, achieving near-centralized accuracy on DNA methylation age prediction via federated Gaussian Process training.