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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.SP2020
Space-Time Adaptive Detection at Low Sample Support
Benjamin D. Robinson, Robert Malinas, Alfred O. Hero
An important problem in space-time adaptive detection is the estimation of the large p-by-p interference covariance matrix from training signals. When the number of training signal…