2 papers
cs.LG2026
Robust Ultra-High-Dimensional Variable Selection With Correlated Structure Using Group Testing
Wanru Guo, Juan Xie, Binbin Wang +4
Background: High-dimensional genomic data exhibit strong group correlation structures that challenge conventional feature selection methods, which often assume feature independence…
stat.CO2024
Performance Analysis of Monte Carlo Algorithms in Dense Subgraph Identification
Wanru Guo
The exploration of network structures through the lens of graph theory has become a cornerstone in understanding complex systems across diverse fields. Identifying densely connecte…