A federated estimator for tensor decomposition recovers multicellular programs from distributed single-cell immune data with performance matching centralized analysis and added robustness to site confounding.
Private information leakage from single-cell count matrices,
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Privacy-preserving federated tensor decomposition of single-cell immune data: recovering multicellular programs across institutions
A federated estimator for tensor decomposition recovers multicellular programs from distributed single-cell immune data with performance matching centralized analysis and added robustness to site confounding.