2 papers
eess.SP2025
High-Dimensional Sequential Change Detection
Robert Malinas, Dogyoon Song, Benjamin D. Robinson +1
We address the problem of detecting a change in the distribution of a high-dimensional multivariate normal time series. Assuming that the post-change parameters are unknown and est…
eess.SP2023
Community Detection in High-Dimensional Graph Ensembles
Robert Malinas, Dogyoon Song, Alfred O. Hero
Detecting communities in high-dimensional graphs can be achieved by applying random matrix theory where the adjacency matrix of the graph is modeled by a Stochastic Block Model (SB…