2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
ICML 2023poster
We propose LESS-VFL, a communication-efficient feature selection method for distributed systems with vertically partitioned data. We consider a system of a server and several parties with local datasets that share a sample ID space but have different feature sets. The parties wish to collaboratively…