348 citations · 1.2k across the 81 of their papers we have counts for
3 papers · 2 filters
Network-Based Pathway Enrichment Analysis with Incomplete Network Information
Jing Ma, Ali Shojaie, George Michailidis
Pathway enrichment analysis has become a key tool for biomedical researchers to gain insight into the underlying biology of differentially expressed genes, proteins and metabolites…
Change-Point Estimation in High-Dimensional Markov Random Field Models
Sandipan Roy, Yves Atchade, George Michailidis
This paper investigates a change-point estimation problem in the context of high-dimensional Markov Random Field models. Change-points represent a key feature in many dynamically e…
M-estimation in multistage sampling procedures
Atul Mallik, Moulinath Banerjee, George Michailidis
Multi-stage (designed) procedures, obtained by splitting the sampling budget suitably across stages, and designing the sampling at a particular stage based on information about the…