2 papers
stat.ME2026
Large multi-response linear regression estimation based on low-rank pre-smoothing
Xinle Tian, Alex Gibberd, Matthew Nunes +1
Pre-smoothing is a technique aimed at increasing the signal-to-noise ratio in data to improve subsequent estimation and model selection in regression problems. However, pre-smoothi…
stat.ME2026
A Doubled Adjacency Spectral Embedding Approach to Graph Clustering
Sinyoung Park, Matthew Nunes, Sandipan Roy
Spectral clustering is a popular tool in network data analysis, with applications in a variety of scientific application areas. However, many studies have shown that classical spec…