47 citations · 74 across the 2 of their papers we have counts for
2 papers
stat.AP2016★ 27 cited
Nonlinear Structural Vector Autoregressive Models for Inferring Effective Brain Network Connectivity
Yanning Shen, Brian Baingana, Georgios B. Giannakis
Structural equation models (SEMs) and vector autoregressive models (VARMs) are two broad families of approaches that have been shown useful in effective brain connectivity studies.…
stat.ML2016★ 47 cited
Tracking Switched Dynamic Network Topologies from Information Cascades
Brian Baingana, Georgios B. Giannakis
Contagions such as the spread of popular news stories, or infectious diseases, propagate in cascades over dynamic networks with unobservable topologies. However, "social signals" s…