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Activity Number: 101 - Foundation for Big Data Analysis
Type: Invited
Date/Time: Monday, July 31, 2017 : 8:30 AM to 10:20 AM
Sponsor: IMS
Abstract #322352 View Presentation
Title: Inference for Large Networks
Author(s): Peter Bickel* and purna sarkar and Soumendu Mukherjee
Companies: UC Berkeley and u. of texas and UC Berkeley
Keywords: Networks ; covariates ; algorithms ; theory

We discuss models and fitting methods for networks with covariates ,where community membership or features are of interest.Computationally,developing fast,reliable algorithms for large networks is challenging.Theory ,which has been developed largely for unmarked(covariate free ) networks requires a new look if covariates are present.In particular,except for special structures,(Binkiewicz et al(2015) )spectral analysis appears not to be suitable.

Authors who are presenting talks have a * after their name.

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