Arindam Banerjee

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Vipin KumarUniversity of MinnesotaVerified email at umn.edu
Joydeep Ghosh(Chaired) Professor, ECE Dept., Univ. Texas at Austin; Faculty Dell Med, UT-Comp. Sc., McCombsVerified email at utexas.edu
Varun ChandolaAssociate Professor, Computer Science Department, University at BuffaloVerified email at buffalo.edu
Inderjit S. DhillonDistinguished Scientist at Google & Professor of Computer Science at UT Austin, Ex-VP at AmazonVerified email at cs.utexas.edu
Hanhuai ShanUniversity of Minnesota, Twin CitiesVerified email at cs.umn.edu
Sugato BasuDistinguished Scientist at GoogleVerified email at google.com
Auroop R GangulyCollege of Engineering Distinguished Professor, Fellow ASCE, Northeastern University, Boston, MAVerified email at northeastern.edu
Huahua WangUber Advanced Technologies CenterVerified email at cs.umn.edu
Suvrit SraMITVerified email at mit.edu
Srujana MeruguAmazonVerified email at amazon.com
Peter ReichUniversity of Minnesota and University of MichiganVerified email at umn.edu
Sheng ChenPhD student, University of MinnesotaVerified email at umn.edu
Franziska SchrodtAssociate Professor, University of Nottingham, UKVerified email at nottingham.ac.uk
Andre R GoncalvesLawrence Livermore National LaboratoryVerified email at llnl.gov
Pradeep RavikumarProfessor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Anuj KarpatneVirginia TechVerified email at vt.edu
Soumyadeep ChatterjeeQuoraVerified email at quora.com
Jens KattgeMax Planck Institute for BiogeochemistryVerified email at bgc-jena.mpg.de
Raymond MooneyProfessor of Computer Science, University of Texas at AustinVerified email at cs.utexas.edu
Michael SteinbachUniversity of MinnesotaVerified email at umn.edu

Arindam Banerjee

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

Verified email at illinois.edu - Homepage

Machine Learning Data Mining


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Anomaly detection: A survey V Chandola, A Banerjee, V Kumar ACM computing surveys (CSUR) 41 (3), 1-58, 2009	12657	2009
Clustering with Bregman divergences. A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty Journal of machine learning research 6 (10), 2005	2066	2005
Clustering with Bregman divergences. A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty Journal of machine learning research 6 (10), 2005	2066	2005
Tocilizumab in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial RECOVERY Collaborative Group Lancet (London, England) 397 (10285), 1637, 2021	1446*	2021
Semi-supervised clustering by seeding S Basu Proc. ICML-2002, 2002	1321	2002
Clustering on the Unit Hypersphere using von Mises-Fisher Distributions. A Banerjee, IS Dhillon, J Ghosh, S Sra, G Ridgeway Journal of Machine Learning Research 6 (9), 2005	1070	2005
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	889	2017
TRY plant trait database–enhanced coverage and open access J Kattge, G Bönisch, S Díaz, S Lavorel, IC Prentice, P Leadley, ... Global change biology 26 (1), 119-188, 2020	864	2020
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	791	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	716	2010
Qiskit: An open-source framework for quantum computing G Aleksandrowicz, T Alexander, P Barkoutsos, L Bello, Y Ben-Haim, ... Accessed on: Mar 16, 2019	643	2019
A generalized maximum entropy approach to bregman co-clustering and matrix approximation A Banerjee, I Dhillon, J Ghosh, S Merugu, DS Modha Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	569	2004
Outlier detection: A survey V Chandola, A Banerjee, V Kumar ACM Computing Surveys 14, 15, 2007	397	2007
Casirivimab and imdevimab in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial RECOVERY Collaborative Group, PW Horby, M Mafham, L Peto, ... MedRxiv, 2021.06. 15.21258542, 2021	342*	2021
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	338	2001
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	298	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	283	2005
Bayesian co-clustering H Shan, A Banerjee 2008 Eighth IEEE International Conference on Data Mining, 530-539, 2008	232	2008
Precision Measurement of the Longitudinal Double-Spin Asymmetry for Inclusive Jet Production in Polarized Proton Collisions at L Adamczyk, JK Adkins, G Agakishiev, MM Aggarwal, Z Ahammed, ... Physical review letters 115 (9), 092002, 2015	225*	2015
Online alternating direction method (longer version) H Wang, A Banerjee arXiv preprint arXiv:1306.3721, 2013	218	2013

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