37 citations · 80 across the 10 of their papers we have counts for
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stat.CO2022★ 4 cited
Renewable Composite Quantile Method and Algorithm for Nonparametric Models with Streaming Data
Yan Chen, Shuixin Fang, Lu Lin
We are interested in renewable estimations and algorithms for nonparametric models with streaming data. In our method, the nonparametric function of interest is expressed through a…
cs.LG2022★ 16 cited
Spectral Augmentation for Self-Supervised Learning on Graphs
Lu Lin, Jinghui Chen, Hongning Wang
Graph contrastive learning (GCL), as an emerging self-supervised learning technique on graphs, aims to learn representations via instance discrimination. Its performance heavily re…
stat.ME2022
Feature screening for multi-response linear models by empirical likelihood
Jun Lu, Qinqin Hu, Lu Lin
This paper proposes a new feature screening method for the multi-response ultrahigh dimensional linear model by empirical likelihood. Through a multivariate moment condition, the e…