76 citations · 357 across the 44 of their papers we have counts for
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stat.ME2011★ 7 cited
A Scalable Bootstrap for Massive Data
Ariel Kleiner, Ameet Talwalkar, Purnamrita Sarkar +1
The bootstrap provides a simple and powerful means of assessing the quality of estimators. However, in settings involving large datasets---which are increasingly prevalent---the co…
stat.ML2011
Nonparametric Link Prediction in Large Scale Dynamic Networks
Purnamrita Sarkar, Deepayan Chakrabarti, Michael Jordan
We propose a nonparametric approach to link prediction in large-scale dynamic networks. Our model uses graph-based features of pairs of nodes as well as those of their local neighb…