Optimal Cox regression under federated differential privacy: coefficients and cumulative hazards

Elly K. H. Hung, Yi Yu

We study two canonical problems in distributed survival analysis under federated differential privacy (FDP): estimation of cumulative hazard functions and Cox regression coefficien…