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stat.ME2026
Fast localization of anomalous patches in spatial data under dependence
Soham Bonnerjee, Sayar Karmakar, George Michailidis
We propose a scalable, provably accurate method for localizing an unknown number of multiple axis-aligned anomalous patches in spatial data under a general class of spatial depende…
stat.ME2024
A generalized Bayesian approach for high-dimensional robust regression with serially correlated errors and predictors
Saptarshi Chakraborty, Kshitij Khare, George Michailidis
This paper introduces a loss-based generalized Bayesian methodology for high-dimensional robust regression with serially correlated errors and predictors. The proposed framework em…