Surendra kumar

Improved Coresets for Vertical Federated Learning: Regularized Linear and Logistic Regressions

Coreset, as a summary of training data, offers an efficient approach for reducing data processing and storage complexity during training. In the emerging vertical federated learning (VFL) setting, where scattered clients store different data features, it directly reduces communication complexity. In…