| 2011 |
|---|
| 48 | Emerging topic detection using dictionary learning. Shiva Prasad Kasiviswanathan, Prem Melville, Arindam Banerjee, Vikas Sindhwani. CIKM 2011, 745-754. Web SearchBibTeXDownload |
| 47 | Mixed-membership naive Bayes models. Hanhuai Shan, Arindam Banerjee. Data Min. Knowl. Discov. (23): 1-62 (2011). Web SearchBibTeXDownload |
| 46 | Efficient similarity search for covariance matrices via the Jensen-Bregman LogDet Divergence. Anoop Cherian, Suvrit Sra, Arindam Banerjee, Nikolaos Papanikolopoulos. ICCV 2011, 2399-2406. Web SearchBibTeXDownload |
| 45 | Sparse Group Lasso for Regression on Land Climate Variables. Soumyadeep Chatterjee, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly. ICDM Workshops 2011, 1-8. Web SearchBibTeXDownload |
| 44 | Probabilistic Matrix Addition. Amrudin Agovic, Arindam Banerjee, Snigdhansu Chatterjee. ICML 2011, 1025-1032. Web SearchBibTeX |
| 43 | Meta optimization and its application to portfolio selection. Puja Das, Arindam Banerjee. KDD 2011, 1163-1171. Web SearchBibTeXDownload |
| 42 | Common component analysis for multiple covariance matrices. Huahua Wang, Arindam Banerjee, Daniel Boley. KDD 2011, 956-964. Web SearchBibTeXDownload |
| 41 | Bayesian cluster ensembles. Hongjun Wang, Hanhuai Shan, Arindam Banerjee. Statistical Analysis and Data Mining (4): 54-70 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 40 | Analyzing Aviation Safety Reports: From Topic Modeling to Scalable Multi-Label Classification. Amrudin Agovic, Hanhuai Shan, Arindam Banerjee. CIDU 2010, 83-97. Web SearchBibTeXDownload |
| 39 | Model-Based Clustering. Arindam Banerjee, Hanhuai Shan. Encyclopedia of Machine Learning 2010, 686-689. Web SearchBibTeXDownload |
| 38 | Sparsity-cognizant overlapping co-clustering for behavior inference in social networks. Hao Zhu, Gonzalo Mateos, Georgios B. Giannakis, Nicholas D. Sidiropoulos, Arindam Banerjee. ICASSP 2010, 3534-3537. Web SearchBibTeXDownload |
| 37 | Generalized Probabilistic Matrix Factorizations for Collaborative Filtering. Hanhuai Shan, Arindam Banerjee. ICDM 2010, 1025-1030. Web SearchBibTeXDownload |
| 36 | A Generalized Linear Threshold Model for Multiple Cascades. Nishith Pathak, Arindam Banerjee, Jaideep Srivastava. ICDM 2010, 965-970. Web SearchBibTeXDownload |
| 35 | Keep It Simple with Time: A Reexamination of Probabilistic Topic Detection Models. Qi He, Kuiyu Chang, Ee-Peng Lim, Arindam Banerjee. IEEE Trans. Pattern Anal. Mach. Intell. (32): 1795-1808 (2010). Web SearchBibTeXDownload |
| 34 | Residual Bayesian Co-clustering for Matrix Approximation. Hanhuai Shan, Arindam Banerjee. SDM 2010, 223-234. Web SearchBibTeXDownload |
| 33 | Gaussian Process Topic Models. Amrudin Agovic, Arindam Banerjee. UAI 2010, 10-19. Web SearchBibTeXDownload |
| 2009 |
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| 32 | Semi-supervised learning of user-preferred travel schedules. Amrudin Agovic, Maria L. Gini, Arindam Banerjee. AAMAS (2) 2009, 1151-1152. Web SearchBibTeXDownload |
| 31 | Anomaly detection: A survey. Varun Chandola, Arindam Banerjee, Vipin Kumar. ACM Comput. Surv. (41) (2009). Cited by 34Web SearchBibTeXDownload |
| 30 | Approximation Algorithms for Tensor Clustering. Stefanie Jegelka, Suvrit Sra, Arindam Banerjee. ALT 2009, 368-383. Web SearchBibTeXDownload |
| 29 | Discriminative Mixed-Membership Models. Hanhuai Shan, Arindam Banerjee, Nikunj C. Oza. ICDM 2009, 466-475. Web SearchBibTeXDownload |
| 28 | Bayesian Overlapping Subspace Clustering. Qiang Fu, Arindam Banerjee. ICDM 2009, 776-781. Web SearchBibTeXDownload |
| 27 | Anomaly detection using manifold embedding and its applications in transportation corridors. Amrudin Agovic, Arindam Banerjee, Auroop R. Ganguly, Vladimir Protopopescu. Intell. Data Anal. (13): 435-455 (2009). Web SearchBibTeXDownload |
| 26 | Bayesian Cluster Ensembles. Hongjun Wang, Hanhuai Shan, Arindam Banerjee. SDM 2009, 209-220. Web SearchBibTeXDownload |
| 2008 |
|---|
| 25 | Approximation Algorithms for Bregman Co-clustering and Tensor Clustering. Stefanie Jegelka, Suvrit Sra, Arindam Banerjee. CoRR (abs/0812.0389) (2008). Web SearchBibTeXDownload |
| 24 | Bayesian Co-clustering. Hanhuai Shan, Arindam Banerjee. ICDM 2008, 530-539. Web SearchBibTeXDownload |
| 23 | Multiplicative Mixture Models for Overlapping Clustering. Qiang Fu, Arindam Banerjee. ICDM 2008, 791-796. Web SearchBibTeXDownload |
| 22 | I/O Scalable Bregman Co-clustering. Kuo-Wei Hsu, Arindam Banerjee, Jaideep Srivastava. PAKDD 2008, 896-903. Web SearchBibTeXDownload |
| 2007 |
|---|
| 21 | Latent Dirichlet Conditional Naive-Bayes Models. Arindam Banerjee, Hanhuai Shan. ICDM 2007, 421-426. Web SearchBibTeXDownload |
| 20 | A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation. Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha. Journal of Machine Learning Research (8): 1919-1986 (2007). Web SearchBibTeXDownload |
| 19 | An Analysis of Logistic Models: Exponential Family Connections and Online Performance. Arindam Banerjee. SDM 2007. Web SearchBibTeXDownload |
| 18 | Topic Models over Text Streams: A Study of Batch and Online Unsupervised Learning. Arindam Banerjee, Sugato Basu. SDM 2007. Web SearchBibTeXDownload |
| 17 | Multi-way Clustering on Relation Graphs. Arindam Banerjee, Sugato Basu, Srujana Merugu. SDM 2007. Web SearchBibTeXDownload |
| 2006 |
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| 16 | Scalable Clustering Algorithms with Balancing Constraints. Arindam Banerjee, Joydeep Ghosh. Data Min. Knowl. Discov. (13): 365-395 (2006). Web SearchBibTeXDownload |
| 15 | On Bayesian bounds. Arindam Banerjee. ICML 2006, 81-88. Web SearchBibTeXDownload |
| 14 | A clustering based approach to perceptual image hashing. Vishal Monga, Arindam Banerjee, Brian L. Evans. IEEE Transactions on Information Forensics and Security (1): 68-79 (2006). Web SearchBibTeXDownload |
| 2005 |
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| 13 | On the optimality of conditional expectation as a Bregman predictor. Arindam Banerjee, Xin Guo, Hui Wang. IEEE Transactions on Information Theory (51): 2664-2669 (2005). Web SearchBibTeXDownload |
| 12 | Clustering on the Unit Hypersphere using von Mises-Fisher Distributions. Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra. Journal of Machine Learning Research (6): 1345-1382 (2005). Web SearchBibTeXDownload |
| 11 | Clustering with Bregman Divergences. Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh. Journal of Machine Learning Research (6): 1705-1749 (2005). Web SearchBibTeXDownload |
| 10 | Model-based overlapping clustering. Arindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney. KDD 2005, 532-537. Web SearchBibTeXDownload |
| 2004 |
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| 9 | An information theoretic analysis of maximum likelihood mixture estimation for exponential families. Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu. ICML 2004. Web SearchBibTeXDownload |
| 8 | Frequency-sensitive competitive learning for scalable balanced clustering on high-dimensional hyperspheres. Arindam Banerjee, Joydeep Ghosh. IEEE Transactions on Neural Networks (15): 702-719 (2004). Web SearchBibTeXDownload |
| 7 | An objective evaluation criterion for clustering. Arindam Banerjee, John Langford. KDD 2004, 515-520. Web SearchBibTeXDownload |
| 6 | A generalized maximum entropy approach to bregman co-clustering and matrix approximation. Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha. KDD 2004, 509-514. Web SearchBibTeXDownload |
| 5 | Active Semi-Supervision for Pairwise Constrained Clustering. Sugato Basu, Arindam Banerjee, Raymond J. Mooney. SDM 2004. Web SearchBibTeXDownload |
| 4 | Clustering with Bregman Divergences. Arindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh. SDM 2004. Web SearchBibTeXDownload |
| 2003 |
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| 3 | Generative model-based clustering of directional data. Arindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra. KDD 2003, 19-28. Web SearchBibTeXDownload |
| 2002 |
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| 2 | Semi-supervised Clustering by Seeding. Sugato Basu, Arindam Banerjee, Raymond J. Mooney. ICML 2002, 27-34. Web SearchBibTeX |
| 1 | On Scaling Up Balanced Clustering Algorithms. Arindam Banerjee, Joydeep Ghosh. SDM 2002. Web SearchBibTeXDownload |
