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Sugato Basu
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Semi-supervised clustering by seeding
S Basu, A Banerjee, RJ Mooney
Proceedings of the nineteenth international conference on machine learning …, 2002
14122002
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
12392004
A probabilistic framework for semi-supervised clustering
S Basu, M Bilenko, RJ Mooney
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
11422004
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
8792004
Constrained clustering: Advances in algorithms, theory, and applications
S Basu, I Davidson, K Wagstaff
Chapman and Hall/CRC, 2008
7642008
Semi-supervised graph clustering: a kernel approach
B Kulis, S Basu, I Dhillon, R Mooney
Proceedings of the 22nd international conference on machine learning, 457-464, 2005
6792005
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
5762012
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
3962009
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
3122005
Training-free structured diffusion guidance for compositional text-to-image synthesis
W Feng, X He, TJ Fu, V Jampani, A Akula, P Narayana, S Basu, XE Wang, ...
arXiv preprint arXiv:2212.05032, 2022
2962022
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
2882006
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
1922007
Layoutgpt: Compositional visual planning and generation with large language models
W Feng, W Zhu, T Fu, V Jampani, A Akula, X He, S Basu, XE Wang, ...
Advances in Neural Information Processing Systems 36, 18225-18250, 2023
1832023
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
1802007
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
1472009
A survey of clustering with instance level constraints
I Davidson, S Basu
ACM Transactions on Knowledge Discovery from data 1 (1-41), 2-42, 2007
1452007
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
1262003
Probabilistic semi-supervised clustering with constraints
S Basu, M Bilenko, A Banerjee, R Mooney
1062006
Semi-supervised clustering: probabilistic models, algorithms and experiments
S Basu
The University of Texas at Austin, 2005
962005
When is constrained clustering beneficial, and why
KL Wagstaff, S Basu, I Davidson
Ionosphere 58 (60.1), 62-63, 2006
922006
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