High Dimensional Restrictive Federated Model Selection with multi-objective Bayesian Optimization over shifted distributions

Xudong Sun, Andrea Bommert, Florian Pfisterer +3

A novel machine learning optimization process coined Restrictive Federated Model Selection (RFMS) is proposed under the scenario, for example, when data from healthcare units can n…