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Events by date

Wednesday, January 24, 2018

Wednesday, January 24, 2018 — 10:30 to 10:30 AM EST

Parametric and Nonparametric Models for Higher-order Interactions.

In this talk, I will discuss about parametric and nonparametric models for higher-order interactions with a focus on the statistical and computational aspects. ​In fields like social, political and biological sciences, there is a ​clear need ​for analyzing higher-order interactions as opposed to pairwise interactions, which has been the main focus of statistical network analysis recently. ​Generalized ​Block Models and ​Hypergraphons ​are powerful tools for modeling ​higher-order interactions. ​T​he talk will introduce the models, ​present theoretical results ​highlighting​ the ​challenges and differences that arise when analyzing higher-order interactions compared to pairwise interactions, and discuss applications and numerical results.

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