2.5k citations · 9k across the 50 of their papers we have counts for
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stat.ME2013★ 57 cited
Subsampling bootstrap of count features of networks
Sharmodeep Bhattacharyya, Peter J. Bickel
Analysis of stochastic models of networks is quite important in light of the huge influx of network data in social, information and bio sciences, but a proper statistical analysis…
stat.ML2013
Hypothesis Testing for Automated Community Detection in Networks
Peter J. Bickel, Purnamrita Sarkar
Community detection in networks is a key exploratory tool with applications in a diverse set of areas, ranging from finding communities in social and biological networks to identif…
stat.ML2013★ 55 cited
Role of normalization in spectral clustering for stochastic blockmodels
Purnamrita Sarkar, Peter J. Bickel
Spectral clustering is a technique that clusters elements using the top few eigenvectors of their (possibly normalized) similarity matrix. The quality of spectral clustering is clo…