2 citations · 3 across the 2 of their papers we have counts for
2 papers
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…
stat.ME2016★ 2 cited
Regularization for supervised learning via the "hubNet" procedure
Leying Guan, Zhou Fan, Robert Tibshirani
We propose a new method for supervised learning. The hubNet procedure fits a hub-based graphical model to the predictors, to estimate the amount of "connection" that each predictor…