Community Detection and Stochastic Block Models
Author:   Emmanuel Abbe
Publisher:   now publishers Inc
ISBN:  

9781680834765


Pages:   172
Publication Date:   07 June 2018
Format:   Paperback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Community Detection and Stochastic Block Models


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Author:   Emmanuel Abbe
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Weight:   0.257kg
ISBN:  

9781680834765


ISBN 10:   1680834762
Pages:   172
Publication Date:   07 June 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. Introduction 2. The stochastic block model 3. Tackling the stochastic block model 4. Exact recovery for two communities 5. Weak recovery for two communities 6. Partial recovery for two communities 7. The general SBM 8. The information-computation gap 9. Other block models 10. Concluding remarks and open problems Acknowledgements References

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