11 citations · 11 across the 1 of their papers we have counts for
2 papers
stat.ME2022★ 11 cited
High-Dimensional Composite Quantile Regression: Optimal Statistical Guarantees and Fast Algorithms
Haeseong Moon, Wen-Xin Zhou
The composite quantile regression (CQR) was introduced by Zou and Yuan [Ann. Statist. 36 (2008) 1108--1126] as a robust regression method for linear models with heavy-tailed errors…
cs.LG2019
NEAR: Neighborhood Edge AggregatoR for Graph Classification
Cheolhyeong Kim, Haeseong Moon, Hyung Ju Hwang
Learning graph-structured data with graph neural networks (GNNs) has been recently emerging as an important field because of its wide applicability in bioinformatics, chemoinformat…