Mind the Missing Split: Resolving Feature Heterogeneity in Swarm Learning with Random Forests

Mohammad Tajabadi, Dominik Heider

Swarm Learning is a decentralized collaborative learning mechanism that allows multiple organizations to train a shared model without central coordination or direct data sharing. I…