In graph theory and statistics, a graphon is a symmetric measurable function , that is important in the study of dense graphs. Graphons arise as theâ€¦Â (More)

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2018

2018

- Francesca Parise, Asuman E. Ozdaglar
- ArXiv
- 2018

The study of strategic behavior in large scale networks via standard game theoretical methods is a challenging, if notâ€¦Â (More)

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2017

2017

Inhomogeneous random graph models encompass many network models such as stochastic block models and latent position models. Weâ€¦Â (More)

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2017

2017

- Jiaming Xu
- ArXiv
- 2017

This paper studies the problem of estimating the grahpon model â€“ the underlying generating mechanism of a network. Graphonâ€¦Â (More)

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2016

2016

- Marianna Pensky
- 2016

In the present paper we consider a dynamic stochastic network model. The objective is estimation of the tensor of connectionâ€¦Â (More)

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2015

2015

- Christian Borgs, Jennifer T. Chayes, Adam D. Smith
- NIPS
- 2015

We design algorithms for fitting a high-dimensional statistical model to a large, sparse network without revealing sensitiveâ€¦Â (More)

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2015

2015

- Domenica Borra, Fabio Pasqualetti, Francesco Bullo
- Automatica
- 2015

In this note we discuss a novel graph partitioning problem, namely continuous graph partitioning, and we discuss its applicationâ€¦Â (More)

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2014

2014

- Chao Gao, Yu Lu, Harrison H. Zhou
- 2014

Network analysis is becoming one of the most active research areas in statistics. Significant advances have been made recently onâ€¦Â (More)

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2013

2013

- Edoardo M. Airoldi, Thiago B. Costa, Stanley H. Chan
- NIPS
- 2013

Non-parametric approaches for analyzing network data based on exchangeable graph models (ExGM) have recently gained interest. Theâ€¦Â (More)

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Highly Cited

2006

Highly Cited

2006

- Christian Borgs, Jennifer T. Chayes, LÃ¡szlÃ³ LovÃ¡sz, Vera T. SÃ³s, BalÃ¡zs Szegedy, Katalin Vesztergombi
- STOC
- 2006

We define a distance of two graphs that reflects the closeness of both local and global properties. We also define convergence ofâ€¦Â (More)

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2005

2005

We show that an important recent result of Alon and Shapira on testing hereditary graph properties can be derived from theâ€¦Â (More)

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