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All publications by Purnamrita Sarkar
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The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels
Purnamrita Sarkar, Deepayan Chakrabarti and Peter J. Bickel
Advances in Neural Information Processing Systems 28, 2015


Nonparametric Link Prediction in Dynamic Networks
Purnamrita Sarkar, Deepayan Chakrabarti and Michael I. Jordan
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


The Big Data Bootstrap
Ariel Kleiner, Ameet Talwalkar, Purnamrita Sarkar and Michael I. Jordan
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Fast incremental proximity search in large graphs
Purnamrita Sarkar, Andrew W. Moore and Amit Prakash
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


A Latent Space Approach to Dynamic Embedding of Co-occurrence Data
Purnamrita Sarkar, Sajid M. Siddiqi and Geoffrey J. Gordon
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007