Arindam Banerjee

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	All	Since 2016
Citations	21707	11988
h-index	51	38
i10-index	110	92

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Co-authors

Joydeep Ghosh(Chaired) Professor, ECE Dept., Univ. of Texas at Austin; Faculty Dell Med, UTCS, McCombs, UT-BMEVerified email at utexas.edu
Vipin KumarUniversity of MinnesotaVerified email at umn.edu
Inderjit S. DhillonVice President/Distinguished Scientist at Amazon, and Professor, Computer Science, UT AustinVerified email at cs.utexas.edu
Varun ChandolaAssociate Professor, Computer Science Department, University at BuffaloVerified email at buffalo.edu
Hanhuai ShanUniversity of Minnesota, Twin CitiesVerified email at cs.umn.edu
Sugato BasuPrincipal Scientist at GoogleVerified email at google.com
Huahua WangUber Advanced Technologies CenterVerified email at cs.umn.edu
Suvrit SraMITVerified email at mit.edu
Srujana MeruguIndependent ML ResearcherVerified email at google.com
Auroop GangulyProfessor, Northeastern University, Boston, MAVerified email at neu.edu
Sheng ChenPhD student, University of MinnesotaVerified email at umn.edu
Raymond MooneyProfessor of Computer Science, University of Texas at AustinVerified email at cs.utexas.edu
Soumyadeep ChatterjeeData Scientist - Machine Learning, Quora Inc.Verified email at umn.edu
Peter ReichUniversity of MinnesotaVerified email at umn.edu
Franziska SchrodtAssistant Professor, University of Nottingham, UKVerified email at nottingham.ac.uk
André R GonçalvesLawrence Livermore National LaboratoryVerified email at llnl.gov
Pradeep RavikumarAssociate Professor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Prem MelvilleSocial AlphaVerified email at social-alpha.com
Nikolaos PapanikolopoulosProfessor of Computer Science, University of MinnesotaVerified email at cs.umn.edu
Fernando J. Von ZubenDCA/FEEC/UnicampVerified email at dca.fee.unicamp.br

Arindam Banerjee

Founder Professor, Dept of Computer Science, University of Illinois Urbana-Champaign

Verified email at illinois.edu - Homepage

Machine Learning Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Anomaly detection: A survey V Chandola, A Banerjee, V Kumar ACM computing surveys (CSUR) 41 (3), 1-58, 2009	8868	2009
Clustering with Bregman divergences A Banerjee, S Merugu, IS Dhillon, J Ghosh Journal of machine learning research 6 (Oct), 1705-1749, 2005	1724	2005
Clustering with Bregman divergences A Banerjee, S Merugu, IS Dhillon, J Ghosh Journal of machine learning research 6 (Oct), 1705-1749, 2005	1724	2005
Semi-supervised clustering by seeding S Basu, A Banerjee, R Mooney In Proceedings of 19th International Conference on Machine Learning (ICML-2002, 2002	1168	2002
Clustering on the unit hypersphere using von Mises-Fisher distributions A Banerjee, IS Dhillon, J Ghosh, S Sra Journal of Machine Learning Research 6 (Sep), 1345-1382, 2005	851	2005
Active semi-supervision for pairwise constrained clustering S Basu, A Banerjee, RJ Mooney Proceedings of the 2004 SIAM international conference on data mining, 333-344, 2004	666	2004
Anomaly detection for discrete sequences: A survey V Chandola, A Banerjee, V Kumar IEEE transactions on knowledge and data engineering 24 (5), 823-839, 2010	519	2010
A generalized maximum entropy approach to bregman co-clustering and matrix approximation A Banerjee, I Dhillon, J Ghosh, S Merugu, DS Modha Journal of Machine Learning Research 8 (Aug), 1919-1986, 2007	502	2007
Clickstream clustering using weighted longest common subsequences A Banerjee, J Ghosh Proceedings of the web mining workshop at the 1st SIAM conference on data …, 2001	296	2001
Theory-guided data science: A new paradigm for scientific discovery from data A Karpatne, G Atluri, JH Faghmous, M Steinbach, A Banerjee, A Ganguly, ... IEEE Transactions on knowledge and data engineering 29 (10), 2318-2331, 2017	283	2017
Outlier detection: A survey V Chandola, A Banerjee, V Kumar ACM Computing Surveys 14, 15, 2007	276	2007
Model-based overlapping clustering A Banerjee, C Krumpelman, J Ghosh, S Basu, RJ Mooney Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005	253	2005
On the optimality of conditional expectation as a Bregman predictor A Banerjee, X Guo, H Wang IEEE Transactions on Information Theory 51 (7), 2664-2669, 2005	232	2005
Bayesian co-clustering H Shan, A Banerjee 2008 Eighth IEEE International Conference on Data Mining, 530-539, 2008	203	2008
BIG & QUIC: Sparse inverse covariance estimation for a million variables CJ Hsieh, MA Sustik, IS Dhillon, PK Ravikumar, R Poldrack Advances in neural information processing systems 26, 3165-3173, 2013	185	2013
Online alternating direction method (longer version) H Wang, A Banerjee arXiv preprint arXiv:1306.3721, 2013	180	2013
Generalized probabilistic matrix factorizations for collaborative filtering H Shan, A Banerjee 2010 IEEE International Conference on Data Mining, 1025-1030, 2010	180	2010
Bayesian cluster ensembles H Wang, H Shan, A Banerjee Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (1), 54-70, 2011	166	2011
Topic models over text streams: A study of batch and online unsupervised learning A Banerjee, S Basu Proceedings of the 2007 SIAM International Conference on Data Mining, 431-436, 2007	166	2007
Social topic models for community extraction N Pathak, C DeLong, A Banerjee, K Erickson The 2nd SNA-KDD workshop 8, 2008, 2008	162	2008

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