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C - SNAP - Stanford University

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The algorithm:<br />

Use greedy hill-climbing to maximize F C(G):<br />

Start with empty G 0 (G with no edges)<br />

Add k edges (k is parameter)<br />

At every step i add an edge to G i that<br />

maximizes the marginal improvement<br />

12/6/2011 Jure Leskovec, <strong>Stanford</strong> CS224W: Social and Information Network Analysis, http://cs224w.stanford.edu<br />

[KDD ’10]<br />

36

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