Showing stat.MEShow all
2 papers · 1 filter
stat.ME2025
Scalable community detection in massive networks via predictive assignment
Subhankar Bhadra, Marianna Pensky, Srijan Sengupta
Massive network datasets are becoming increasingly common in scientific applications. Existing community detection methods encounter significant computational challenges for such m…
stat.ME2024
Davis-Kahan Theorem in the two-to-infinity norm and its application to perfect clustering
Marianna Pensky
Many statistical applications, such as the Principal Component Analysis, matrix completion, tensor regression and many others, rely on accurate estimation of leading eigenvectors o…