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multicellular-programs

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TheAxeC / federated-multicellular-tensor

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Privacy-preserving federated tensor decomposition of single-cell immune data: recovers multicellular programs (donor x cell-type x gene) across institutions by sharing only a program subspace, provably equivalent to pooling and secure-aggregation-compatible.

reproducible-research computational-biology immunology single-cell tensor-decomposition differential-privacy federated-learning secure-aggregation cellxgene multicellular-programs
  • Updated Jul 4, 2026
  • Python

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