2 papers
stat.ML2021
Network Estimation by Mixing: Adaptivity and More
Tianxi Li, Can M. Le
Networks analysis has been commonly used to study the interactions between units of complex systems. One problem of particular interest is learning the network's underlying connect…
math.ST2018
Concentration of random graphs and application to community detection
Can M. Le, Elizaveta Levina, Roman Vershynin
Random matrix theory has played an important role in recent work on statistical network analysis. In this paper, we review recent results on regimes of concentration of random grap…