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i19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKonstantina Christakopoulou, Jaya Kawale, Arindam Banerjee: Recommendation under Capacity Constraints. CoRR abs/1701.05228 (2017)
i18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Ricardo Gonçalves, Arindam Banerjee, Fernando J. Von Zuben: Spatial Projection of Multiple Climate Variables using Hierarchical Multitask Learning. CoRR abs/1701.08840 (2017)
i17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQilong Gu, Arindam Banerjee: High Dimensional Structured Superposition Models. CoRR abs/1705.10886 (2017)
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRosana Veroneze, Arindam Banerjee, Fernando J. Von Zuben: Enumerating all maximal biclusters in numerical datasets. Inf. Sci. 379: 288-309 (2017)
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Ricardo Gonçalves, Arindam Banerjee, Fernando J. Von Zuben: Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning. AAAI 2017: 4509-4515
r4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Arindam Banerjee, Vipin Kumar: Active Learning. Encyclopedia of Machine Learning and Data Mining 2017: 42-56
r3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Hanhuai Shan: Model-Based Clustering. Encyclopedia of Machine Learning and Data Mining 2017: 848-852
2016
i16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza: Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems. CoRR abs/1602.06550 (2016)
i15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFarideh Fazayeli, Arindam Banerjee: Generalized Direct Change Estimation in Ising Model Structure. CoRR abs/1606.05302 (2016)
i14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Johnson, Vidyashankar Sivakumar, Arindam Banerjee: Structured Stochastic Linear Bandits. CoRR abs/1606.05693 (2016)
i13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar: Theory-guided Data Science: A New Paradigm for Scientific Discovery. CoRR abs/1612.08544 (2016)
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Debesh Kumar Das: A New Squarer design with reduced area and delay. IET Computers & Digital Techniques 10(5): 205-214 (2016)
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor Melnyk, Bryan L. Matthews, Hamed Valizadegan, Arindam Banerjee, Nikunj C. Oza: Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems. J. Aerospace Inf. Sys. 13(4): 161-173 (2016)
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTimothy Van Rhein, Mohammed Alzahrany, Arindam Banerjee, Gary Salzman: Fluid flow and particle transport in mechanically ventilated airways. Part I. Fluid flow structures. Med. Biol. Engineering and Computing 54(7): 1085-1096 (2016)
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMohammed Al-Zahrani, Timothy Van Rhein, Arindam Banerjee, Gary Salzman: Fluid flow and particle transport in mechanically ventilated airways. Part II: particle transport. Med. Biol. Engineering and Computing 54(7): 1097-1109 (2016)
c84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar: Understanding Dominant Factors for Precipitation over the Great Lakes Region. AAAI 2016: 3821-3827
c83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor Melnyk, Arindam Banerjee: Estimating Structured Vector Autoregressive Models. ICML 2016: 830-839
c82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFarideh Fazayeli, Arindam Banerjee: Generalized Direct Change Estimation in Ising Model Structure. ICML 2016: 2281-2290
c81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor Melnyk, Arindam Banerjee, Bryan L. Matthews, Nikunj C. Oza: Semi-Markov Switching Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems. KDD 2016: 1065-1074
c80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShivashankar Subramanian, Arindam Banerjee: Poster: Deep Learning Enabled M2M Gateway for Network Optimization. MobiSys (Companion Volume) 2016: 144
c79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng Chen, Arindam Banerjee: Structured Matrix Recovery via the Generalized Dantzig Selector. NIPS 2016: 3252-3260
c78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQilong Gu, Arindam Banerjee: High Dimensional Structured Superposition Models. NIPS 2016: 3684-3692
c77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFarideh Fazayeli, Arindam Banerjee: The Matrix Generalized Inverse Gaussian Distribution: Properties and Applications. ECML/PKDD (1) 2016: 648-664
c76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmir Asiaee T., Soumyadeep Chatterjee, Arindam Banerjee: High Dimensional Structured Estimation with Noisy Designs. SDM 2016: 801-809
c75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Debesh Kumar Das: Squaring in Reversible Logic Using Zero Garbage and Reduced Ancillary Inputs. VLSI Design 2016: 385-390
2015
i12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar: Estimation with Norm Regularization. CoRR abs/1505.02294 (2015)
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Ricardo Gonçalves, Fernando J. Von Zuben, Arindam Banerjee: A Multitask Learning View on the Earth System Model Ensemble. Computing in Science and Engineering 17(6): 35-42 (2015)
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Debesh Kumar Das: The Design of Reversible Signed Multiplier Using Ancient Indian Mathematics. J. Low Power Electronics 11(4): 467-478 (2015)
c74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng Chen, Arindam Banerjee: One-bit Compressed Sensing with the k-Support Norm. AISTATS 2015
c73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor Melnyk, Arindam Banerjee: A Spectral Algorithm for Inference in Hidden semi-Markov Models. AISTATS 2015
c72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChen Jin, Qiang Fu, Huahua Wang, William Hendrix, Zhengzhang Chen, Ankit Agrawal, Arindam Banerjee, Alok N. Choudhary: Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective. CCGRID 2015: 565-575
c71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Sheng Chen, Vidyashankar Sivakumar: Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs. COLT 2015: 1752-1755
c70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Ricardo Gonçalves, Fernando J. Von Zuben, Arindam Banerjee: Multi-Label Structure Learning with Ising Model Selection. IJCAI 2015: 3525-3531
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Johnson, Arindam Banerjee: Structured Hedging for Resource Allocations with Leverage. KDD 2015: 477-486
c68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMojtaba Kadkhodaie, Konstantina Christakopoulou, Maziar Sanjabi, Arindam Banerjee: Accelerated Alternating Direction Method of Multipliers. KDD 2015: 497-506
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSuriya Gunasekar, Arindam Banerjee, Joydeep Ghosh: Unified View of Matrix Completion under General Structural Constraints. NIPS 2015: 1180-1188
c66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVidyashankar Sivakumar, Arindam Banerjee, Pradeep Ravikumar: Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs. NIPS 2015: 2206-2214
c65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng Chen, Arindam Banerjee: Structured Estimation with Atomic Norms: General Bounds and Applications. NIPS 2015: 2908-2916
c64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKarthik Subbian, Arindam Banerjee, Sugato Basu: PLUMS: Predicting Links Using Multiple Sources. SDM 2015: 370-378
c63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Johnson, Arindam Banerjee: Online Resource Allocation with Structured Diversification. SDM 2015: 595-603
c62no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGolshan Golnari, Amir Asiaee T., Arindam Banerjee, Zhi-Li Zhang: Revisiting Non-Progressive Influence Models: Scalable Influence Maximization in Social Networks. UAI 2015: 316-325
c61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Debesh Kumar Das: Squarer design with reduced area and delay. VDAT 2015: 1-6
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKonstantina Christakopoulou, Arindam Banerjee: Collaborative Ranking with a Push at the Top. WWW 2015: 205-215
2014
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames H. Faghmous, Arindam Banerjee, Shashi Shekhar, Michael Steinbach, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova: Theory-Guided Data Science for Climate Change. IEEE Computer 47(11): 74-78 (2014)
i11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRosana Veroneze, Arindam Banerjee, Fernando J. Von Zuben: Enumerating all maximal biclusters in real-valued datasets. CoRR abs/1403.3562 (2014)
i10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoumyadeep Chatterjee, Sheng Chen, Arindam Banerjee: Generalized Dantzig Selector: Application to the k-support norm. CoRR abs/1406.5291 (2014)
i9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee: Randomized Block Coordinate Descent for Online and Stochastic Optimization. CoRR abs/1407.0107 (2014)
i8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor Melnyk, Arindam Banerjee: A Spectral Algorithm for Inference in Hidden Semi-Markov Models. CoRR abs/1407.3422 (2014)
i7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Ricardo Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee: Multi-task Sparse Structure Learning. CoRR abs/1409.0272 (2014)
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGolshan Golnari, Amir Asiaee T., Arindam Banerjee, Zhi-Li Zhang: Revisiting Non-Progressive Influence Models: Scalable Influence Maximization. CoRR abs/1412.5718 (2014)
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrabir Saha, Arindam Banerjee, Partha Bhattacharyya, Anup Dandapat: Improved matrix multiplier design for high-speed digital signal processing applications. IET Circuits, Devices & Systems 8(1): 27-37 (2014)
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLN. Ch. S. N. Iyengar, Arindam Banerjee, Gopinath Ganapathy: A Fuzzy Logic Based Defense Mechanism against Distributed Denial of Services Attack in Cloud Environment. IJCNIS 6(3) (2014)
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPuja Das, Nicholas Johnson, Arindam Banerjee: Online Portfolio Selection with Group Sparsity. AAAI 2014: 1185-1191
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Farideh Fazayeli, Soumyadeep Chatterjee, Arindam Banerjee: Gaussian Copula Precision Estimation with Missing Values. AISTATS 2014: 978-986
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndré Ricardo Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee: Multi-task Sparse Structure Learning. CIKM 2014: 451-460
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Debesh Kumar Das: Squaring in reversible logic using iterative structure. EWDTS 2014: 1-4
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFarideh Fazayeli, Arindam Banerjee, Jens Kattge, Franziska Schrodt, Peter B. Reich: Uncertainty Quantified Matrix Completion Using Bayesian Hierarchical Matrix Factorization. ICMLA 2014: 312-317
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee, Zhi-Quan Luo: Parallel Direction Method of Multipliers. NIPS 2014: 181-189
c53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar: Estimation with Norm Regularization. NIPS 2014: 1556-1564
c52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoumyadeep Chatterjee, Sheng Chen, Arindam Banerjee: Generalized Dantzig Selector: Application to the k-support norm. NIPS 2014: 1934-1942
c51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee: Bregman Alternating Direction Method of Multipliers. NIPS 2014: 2816-2824
e1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMohammed Javeed Zaki, Zoran Obradovic, Pang-Ning Tan, Arindam Banerjee, Chandrika Kamath, Srinivasan Parthasarathy: Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014 .SIAM 2014, ISBN 978-1-61197-344-0
r2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanhuai Shan, Arindam Banerjee: Discriminative Mixed Membership Models. Handbook of Mixed Membership Models and Their Applications 2014: 325-350
2013
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee: Bregman Alternating Direction Method of Multipliers. CoRR abs/1306.3203 (2013)
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee: Online Alternating Direction Method (longer version). CoRR abs/1306.3721 (2013)
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiang Fu, Huahua Wang, Arindam Banerjee: Bethe-ADMM for Tree Decomposition based Parallel MAP Inference. CoRR abs/1309.6829 (2013)
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnoop Cherian, Suvrit Sra, Arindam Banerjee, Nikolaos Papanikolopoulos: Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices. IEEE Trans. Pattern Anal. Mach. Intell. 35(9): 2161-2174 (2013)
c50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPuja Das, Nicholas Johnson, Arindam Banerjee: Online Lazy Updates for Portfolio Selection with Transaction Costs. AAAI 2013
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor Melnyk, Pranjul Yadav, Michael Steinbach, Jaideep Srivastava, Vipin Kumar, Arindam Banerjee: Detection of Precursors to Aviation Safety Incidents Due to Human Factors. ICDM Workshops 2013: 407-412
c48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, Alok N. Choudhary: Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective. BigMine 2013: 39-46
c47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee, Cho-Jui Hsieh, Pradeep Ravikumar, Inderjit S. Dhillon: Large Scale Distributed Sparse Precision Estimation. NIPS 2013: 584-592
c46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKarthik Subbian, Arindam Banerjee: Climate Multi-model Regression Using Spatial Smoothing. SDM 2013: 324-332
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSreangsu Acharyya, Arindam Banerjee, Daniel Boley: Bregman Divergences and Triangle Inequality. SDM 2013: 476-484
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiang Fu, Huahua Wang, Arindam Banerjee: Bethe-ADMM for Tree Decomposition based Parallel MAP Inference. UAI 2013
p1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmrudin Agovic, Arindam Banerjee: Semisupervised Clustering. Data Clustering: Algorithms and Applications 2013: 505-534
2012
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmrudin Agovic, Arindam Banerjee: Gaussian Process Topic Models .CoRR abs/1203.3462 (2012)
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Arindam Banerjee, Vipin Kumar: Anomaly Detection for Discrete Sequences: A Survey. IEEE Trans. Knowl. Data Eng. 24(5): 823-839 (2012)
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmir Asiaee T., Mariano Tepper, Arindam Banerjee, Guillermo Sapiro: If you are happy and you know it... tweet. CIKM 2012: 1602-1606
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanhuai Shan, Jens Kattge, Peter B. Reich, Arindam Banerjee, Franziska Schrodt, Markus Reichstein: Gap Filling in the Plant Kingdom - Trait Prediction Using Hierarchical Probabilistic Matrix Factorization. ICML 2012
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee: Online Alternating Direction Method. ICML 2012
c40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiva Prasad Kasiviswanathan, Huahua Wang, Arindam Banerjee, Prem Melville: Online L1-Dictionary Learning with Application to Novel Document Detection. NIPS 2012: 2267-2275
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCho-Jui Hsieh, Inderjit S. Dhillon, Pradeep Ravikumar, Arindam Banerjee: A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation. NIPS 2012: 2339-2347
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiang Fu, Arindam Banerjee, Stefan Liess, Peter K. Snyder: Drought Detection of the Last Century: An MRF-based Approach. SDM 2012: 24-34
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoumyadeep Chatterjee, Karsten Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly: Sparse Group Lasso: Consistency and Climate Applications. SDM 2012: 47-58
c36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guillermo Sapiro: Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information. SDM 2012: 403-414
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrabir Saha, Arindam Banerjee, Anup Dandapat, Partha Bhattacharyya: Design of High Speed Vedic Multiplier for Decimal Number System. VDAT 2012: 79-88
2011
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanhuai Shan, Arindam Banerjee: Mixed-membership naive Bayes models. Data Min. Knowl. Discov. 23(1): 1-62 (2011)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPrabir Saha, Arindam Banerjee, Anup Dandapat, Partha Bhattacharyya: ASIC design of a high speed low power circuit for factorial calculation using ancient Vedic mathematics. Microelectronics Journal 42(12): 1343-1352 (2011)
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHongjun Wang, Hanhuai Shan, Arindam Banerjee: Bayesian cluster ensembles. Statistical Analysis and Data Mining 4(1): 54-70 (2011)
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiva Prasad Kasiviswanathan, Prem Melville, Arindam Banerjee, Vikas Sindhwani: Emerging topic detection using dictionary learning. CIKM 2011: 745-754
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnoop Cherian, Suvrit Sra, Arindam Banerjee, Nikolaos Papanikolopoulos: Efficient similarity search for covariance matrices via the Jensen-Bregman LogDet Divergence. ICCV 2011: 2399-2406
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSoumyadeep Chatterjee, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly: Sparse Group Lasso for Regression on Land Climate Variables. ICDM Workshops 2011: 1-8
c31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmrudin Agovic, Arindam Banerjee, Snigdhansu Chatterjee: Probabilistic Matrix Addition. ICML 2011: 1025-1032
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHuahua Wang, Arindam Banerjee, Daniel Boley: Common component analysis for multiple covariance matrices. KDD 2011: 956-964
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPuja Das, Arindam Banerjee: Meta optimization and its application to portfolio selection. KDD 2011: 1163-1171
2010
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQi He, Kuiyu Chang, Ee-Peng Lim, Arindam Banerjee: Keep It Simple with Time: A Reexamination of Probabilistic Topic Detection Models. IEEE Trans. Pattern Anal. Mach. Intell. 32(10): 1795-1808 (2010)
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmrudin Agovic, Hanhuai Shan, Arindam Banerjee: Analyzing Aviation Safety Reports: From Topic Modeling to Scalable Multi-Label Classification. CIDU 2010: 83-97
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHao Zhu, Gonzalo Mateos, Georgios B. Giannakis, Nicholas D. Sidiropoulos, Arindam Banerjee: Sparsity-cognizant overlapping co-clustering for behavior inference in social networks. ICASSP 2010: 3534-3537
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNishith Pathak, Arindam Banerjee, Jaideep Srivastava: A Generalized Linear Threshold Model for Multiple Cascades. ICDM 2010: 965-970
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanhuai Shan, Arindam Banerjee: Generalized Probabilistic Matrix Factorizations for Collaborative Filtering. ICDM 2010: 1025-1030
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanhuai Shan, Arindam Banerjee: Residual Bayesian Co-clustering for Matrix Approximation. SDM 2010: 223-234
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmrudin Agovic, Arindam Banerjee: Gaussian Process Topic Models. UAI 2010: 10-19
r1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Hanhuai Shan: Model-Based Clustering. Encyclopedia of Machine Learning 2010: 686-689
2009
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVarun Chandola, Arindam Banerjee, Vipin Kumar: Anomaly detection: A survey. ACM Comput. Surv. 41(3): 15:1-15:58 (2009)
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmrudin Agovic, Arindam Banerjee, Auroop R. Ganguly, Vladimir Protopopescu: Anomaly detection using manifold embedding and its applications in transportation corridors. Intell. Data Anal. 13(3): 435-455 (2009)
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefanie Jegelka, Suvrit Sra, Arindam Banerjee: Approximation Algorithms for Tensor Clustering. ALT 2009: 368-383
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmrudin Agovic, Maria L. Gini, Arindam Banerjee: Semi-supervised learning of user-preferred travel schedules. AAMAS (2) 2009: 1151-1152
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanhuai Shan, Arindam Banerjee, Nikunj C. Oza: Discriminative Mixed-Membership Models. ICDM 2009: 466-475
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiang Fu, Arindam Banerjee: Bayesian Overlapping Subspace Clustering. ICDM 2009: 776-781
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHongjun Wang, Hanhuai Shan, Arindam Banerjee: Bayesian Cluster Ensembles. SDM 2009: 211-222
2008
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStefanie Jegelka, Suvrit Sra, Arindam Banerjee: Approximation Algorithms for Bregman Co-clustering and Tensor Clustering .CoRR abs/0812.0389 (2008)
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanhuai Shan, Arindam Banerjee: Bayesian Co-clustering. ICDM 2008: 530-539
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiang Fu, Arindam Banerjee: Multiplicative Mixture Models for Overlapping Clustering. ICDM 2008: 791-796
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKuo-Wei Hsu, Arindam Banerjee, Jaideep Srivastava: I/O Scalable Bregman Co-clustering. PAKDD 2008: 896-903
2007
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha: A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation. Journal of Machine Learning Research 8: 1919-1986 (2007)
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Hanhuai Shan: Latent Dirichlet Conditional Naive-Bayes Models. ICDM 2007: 421-426
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Sugato Basu, Srujana Merugu: Multi-way Clustering on Relation Graphs. SDM 2007: 145-156
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee: An Analysis of Logistic Models: Exponential Family Connections and Online Performance. SDM 2007: 204-215
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Sugato Basu: Topic Models over Text Streams: A Study of Batch and Online Unsupervised Learning. SDM 2007: 431-436
2006
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Joydeep Ghosh: Scalable Clustering Algorithms with Balancing Constraints. Data Min. Knowl. Discov. 13(3): 365-395 (2006)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVishal Monga, Arindam Banerjee, Brian L. Evans: A clustering based approach to perceptual image hashing. IEEE Trans. Information Forensics and Security 1(1): 68-79 (2006)
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee: On Bayesian bounds. ICML 2006: 81-88
2005
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Clustering on the Unit Hypersphere using von Mises-Fisher Distributions. Journal of Machine Learning Research 6: 1345-1382 (2005)
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. Journal of Machine Learning Research 6: 1705-1749 (2005)
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Xin Guo, Hui Wang: On the optimality of conditional expectation as a Bregman predictor. IEEE Trans. Information Theory 51(7): 2664-2669 (2005)
c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney: Model-based overlapping clustering. KDD 2005: 532-537
2004
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Joydeep Ghosh: Frequency-sensitive competitive learning for scalable balanced clustering on high-dimensional hyperspheres. IEEE Trans. Neural Networks 15(3): 702-719 (2004)
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu: An information theoretic analysis of maximum likelihood mixture estimation for exponential families. ICML 2004
c7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha: A generalized maximum entropy approach to bregman co-clustering and matrix approximation. KDD 2004: 509-514
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, John Langford: An objective evaluation criterion for clustering. KDD 2004: 515-520
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Srujana Merugu, Inderjit S. Dhillon, Joydeep Ghosh: Clustering with Bregman Divergences. SDM 2004: 234-245
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSugato Basu, Arindam Banerjee, Raymond J. Mooney: Active Semi-Supervision for Pairwise Constrained Clustering. SDM 2004: 333-344
2003
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra: Generative model-based clustering of directional data. KDD 2003: 19-28
2002
c2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSugato Basu, Arindam Banerjee, Raymond J. Mooney: Semi-supervised Clustering by Seeding. ICML 2002: 27-34
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArindam Banerjee, Joydeep Ghosh: On Scaling Up Balanced Clustering Algorithms. SDM 2002: 333-349

Coauthor Index

1Sreangsu Acharyya[c45]
2Amrudin Agovic[p1] [i2] [c31] [c28] [c23] [j8] [c21]
3Ankit Agrawal[c72] [c48]
4Mohammed Al-Zahrani[j21]
5Mohammed Alzahrany[j22]
6Gowtham Atluri[i13]
7Sugato Basu[c64] [c13] [c11] [c9] [c4] [c2]
8Partha Bhattacharyya[j17] [c35] [j12]
9Daniel Boley[c45] [c30]
10Varun Chandola[r4] [j14] [j9]
11Kuiyu Chang[j10]
12Snigdhansu Chatterjee[c37] [c32] [c31]
13Soumyadeep Chatterjee[c84] [c76] [i10] [i7] [c58] [c57] [c52] [c37] [c32]
14Sheng Chen[c79] [i12] [c74] [c71] [c65] [i10] [c53] [c52]
15Zhengzhang Chen[c72]
16Anoop Cherian[j15] [c33]
17Alok N. Choudhary[c72] [c48]
18Konstantina Christakopoulou[i19] [c68] [c60]
19Anup Dandapat[j17] [c35] [j12]
20Debesh Kumar Das[j24] [c75] [j19] [c61] [c56]
21Puja Das[i7] [c59] [c57] [c50] [c29]
22Inderjit S. Dhillon[c47] [c39] [j7] [j4] [j3] [c8] [c7] [c5] [c3]
23Brian L. Evans[j5]
24James H. Faghmous[i13] [j18]
25Farideh Fazayeli[i15] [c82] [c77] [i12] [c58] [c55] [c53]
26Qiang Fu[c72] [i3] [c48] [c44] [c38] [c19] [c16]
27Gopinath Ganapathy[j16]
28Auroop R. Ganguly[i13] [j18] [c37] [c32] [j8]
29Joydeep Ghosh[c67] [j7] [j6] [j4] [j3] [c9] [j1] [c8] [c7] [c5] [c3] [c1]
30Georgios B. Giannakis[c27]
31Maria L. Gini[c21]
32Golshan Golnari[c62] [i6]
33André Ricardo Gonçalves[i18] [c85] [j20] [c70] [i7] [c57]
34Qilong Gu[i17] [c78]
35Suriya Gunasekar[c67]
36Xin Guo 0001[j2]
37Qi He[j10]
38William Hendrix[c72] [c48]
39Cho-Jui Hsieh[c47] [c39]
40Kuo-Wei Hsu[c15]
41N. Ch. Sriman Narayana Iyengar
N. Ch. S. N. Iyengar
[j16]
42Stefanie Jegelka[c22] [i1]
43Chen Jin[c72] [c48]
44Nicholas Johnson[i14] [c69] [c63] [c59] [c50]
45Mojtaba Kadkhodaie[c68]
46Chandrika Kamath[e1]
47Anuj Karpatne[i13]
48Shiva Prasad Kasiviswanathan[c40] [c34]
49Jens Kattge[c55] [c42]
50Jaya Kawale[i19]
51Chase Krumpelman[c9]
52Vipin Kumar[r4] [i13] [c84] [j18] [c49] [j14] [j9]
53John Langford[c6]
54Wei-keng Liao[c48]
55Stefan Liess[c84] [c38]
56Ee-Peng Lim[j10]
57Zhi-Quan Luo[c54]
58Gonzalo Mateos[c27]
59Bryan L. Matthews[i16] [j23] [c81]
60Igor Melnyk[i16] [j23] [c83] [c81] [c73] [i8] [c49]
61Prem Melville[c40] [c34]
62Srujana Merugu[j7] [c13] [j3] [c8] [c7] [c5]
63Dharmendra S. Modha[j7] [c7]
64Vishal Monga[j5]
65Raymond J. Mooney[c9] [c4] [c2]
66Zoran Obradovic[e1]
67Nikunj C. Oza[i16] [j23] [c81] [c20]
68Nikolaos Papanikolopoulos[j15] [c33]
69Srinivasan Parthasarathy[e1]
70Nishith Pathak[c26]
71Md. Mostofa Ali Patwary[c48]
72Vladimir Protopopescu[j8]
73Pradeep Ravikumar[c66] [c47] [c39]
74Peter B. Reich[c55] [c42]
75Markus Reichstein[c42]
76Timothy Van Rhein[j22] [j21]
77Prabir Saha[j17] [c35] [j12]
78Gary Salzman[j22] [j21]
79Nagiza F. Samatova[i13] [j18]
80Maziar Sanjabi[c68]
81Guillermo Sapiro[c43] [c36]
82Franziska Schrodt[c55] [c42]
83Hanhuai Shan[r3] [r2] [c42] [c36] [j13] [j11] [c28] [c25] [c24] [r1] [c20] [c18] [c17] [c14]
84Shashi Shekhar[i13] [j18]
85Nikos D. Sidiropoulos
Nicholas D. Sidiropoulos
[c27]
86Vikas Sindhwani[c34]
87Vidyashankar Sivakumar[i14] [i12] [c71] [c66] [i7] [c57] [c53]
88Peter K. Snyder[c38]
89Suvrit Sra[j15] [c33] [c22] [i1] [j4] [c3]
90Jaideep Srivastava[c49] [c26] [c15]
91Michael Steinbach[i13] [j18] [c49]
92Karsten Steinhaeuser[c37]
93Karthik Subbian[c64] [c46]
94Shivashankar Subramanian[c80]
95Amir Asiaee T.[c76] [c62] [i6] [c43]
96Pang-Ning Tan[e1]
97Mariano Tepper[c43]
98Hamed Valizadegan[j23]
99Rosana Veroneze[j25] [i11]
100Hongjun Wang[j11] [c18]
101Huahua Wang[c72] [i9] [c58] [c54] [c51] [i5] [i4] [i3] [c48] [c47] [c44] [c41] [c40] [c30]
102Hui Wang 0003[j2]
103Pranjul Yadav[c49]
104Mohammed J. Zaki
Mohammed Javeed Zaki
[e1]
105Zhi-Li Zhang[c62] [i6]
106Tinghui Zhou[c36]
107Hao Zhu[c27]
108Fernando José Von Zuben
Fernando J. Von Zuben
[i18] [j25] [c85] [j20] [c70] [i11] [i7] [c57]

 

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