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cs.LG2023★ 1 cited
GAN-based Vertical Federated Learning for Label Protection in Binary Classification
Yujin Han, Leying Guan
Split learning (splitNN) has emerged as a popular strategy for addressing the high computational costs and low modeling efficiency in Vertical Federated Learning (VFL). However, de…
cs.LG2023★ 1 cited
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection
Yujin Han, Mingwenchan Xu, Leying Guan
The Random Forests classifier, a widely utilized off-the-shelf classification tool, assumes training and test samples come from the same distribution as other standard classifiers.…