Sugato Basu - Google Scholar Citations

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Citations	7312	3377
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Raymond MooneyProfessor of Computer Science, University of Texas at AustinVerified email at cs.utexas.edu
Arindam BanerjeeProfessor, Computer Science & Engineering, University of Minnesota, Twin CitiesVerified email at cs.umn.edu
Mikhail BilenkoHead of AI and Research, YandexVerified email at yandex-team.com
Ian DavidsonProfessor of Computer Science, University of California - DavisVerified email at cs.ucdavis.edu
Kiri WagstaffJet Propulsion LaboratoryVerified email at jpl.nasa.gov
Nur ToubaProfessor of Electrical and Computer Engineering, University of Texas at AustinVerified email at ece.utexas.edu
Joydeep Ghosh(Chaired) Professor, ECE Dept., Univ. of Texas at AustinVerified email at utexas.edu
Biswanath PandaGoogle Inc.Verified email at google.com
Brian KulisAssociate Professor, Boston UniversityVerified email at bu.edu
Inderjit S. DhillonAmazon Fellow and Gottesman Family Centennial Professor, CS Dept, UT AustinVerified email at cs.utexas.edu
Christos FaloutsosCMUVerified email at cs.cmu.edu
Lei LiByteDance AI LabVerified email at bytedance.com
Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryVerified email at llnl.gov
Tina Eliassi-RadAssociate Professor of Computer Science, Northeastern UniversityVerified email at eliassi.org
Hanghang TongUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Danai KoutraUniversity of Michigan, Ann ArborVerified email at umich.edu
Leman AkogluAssociate Professor of Information Systems, Heinz College, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Krupakar PasupuletiNYUVerified email at nyu.edu
D. SculleyGoogle, Inc.Verified email at google.com
Ramakrishnan SrikantDistinguished Research Scientist, GoogleVerified email at google.com

Sugato Basu

Principal Scientist at Google

Verified email at google.com - Homepage

Machine Learning Computational Advertising Deep Learning Semi-supervised Learning


Title	Cited by	Year
Semi-supervised clustering by seeding S Basu, A Banerjee, R Mooney In Proceedings of 19th International Conference on Machine Learning (ICML-2002, 2002	1078	2002
A probabilistic framework for semi-supervised clustering S Basu, M Bilenko, RJ Mooney Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	982	2004
Integrating constraints and metric learning in semi-supervised clustering M Bilenko, S Basu, RJ Mooney Proceedings of the twenty-first international conference on Machine learning, 11, 2004	977	2004
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	609	2004
Constrained clustering: Advances in algorithms, theory, and applications S Basu, I Davidson, K Wagstaff CRC Press, 2008	552	2008
Semi-supervised graph clustering: a kernel approach B Kulis, S Basu, I Dhillon, R Mooney Machine learning 74 (1), 1-22, 2009	548	2009
Planet: massively parallel learning of tree ensembles with mapreduce B Panda, JS Herbach, S Basu, RJ Bayardo Proceedings of the VLDB Endowment 2 (2), 1426-1437, 2009	323	2009
Rolx: structural role extraction & mining in large graphs K Henderson, B Gallagher, T Eliassi-Rad, H Tong, S Basu, L Akoglu, ... Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	247	2012
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	234	2005
Measuring constraint-set utility for partitional clustering algorithms I Davidson, KL Wagstaff, S Basu European conference on principles of data mining and knowledge discovery …, 2006	225	2006
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	153	2007
Multi-way clustering on relation graphs A Banerjee, S Basu, S Merugu Proceedings of the 2007 SIAM international conference on data mining, 145-156, 2007	151	2007
Predicting bounce rates in sponsored search advertisements D Sculley, RG Malkin, S Basu, RJ Bayardo Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	113	2009
Comparing and unifying search-based and similarity-based approaches to semi-supervised clustering S Basu, M Bilenko, RJ Mooney Proceedings of the ICML-2003 workshop on the continuum from labeled to …, 2003	110	2003
A survey of clustering with instance level constraints I Davidson, S Basu ACM Transactions on Knowledge Discovery from data 1, 1-41, 2007	99	2007
Semi-supervised clustering: probabilistic models, algorithms and experiments S Basu	85	2005
Probabilistic semi-supervised clustering with constraints S Basu, M Bilenko, A Banerjee, RJ Mooney Semi-supervised learning, 71-98, 2006	80	2006
Evaluating the novelty of text-mined rules using lexical knowledge S Basu, RJ Mooney, KV Pasupuleti, J Ghosh Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001	71	2001
iLink: search and routing in social networks J Davitz, J Yu, S Basu, D Gutelius, A Harris Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	68	2007
When is constrained clustering beneficial, and why? KL Wagstaff, S Basu, I Davidson Ionosphere 58 (60.1), 62-63, 2006	66	2006

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