Haimonti Dutta

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Rebecca J. PassonneauDepartment of Computer Science and Engineering, Penn StateVerified email at cse.psu.edu
Cynthia RudinProfessor of Computer Science, ECE, Statistics, and Biostatistics & Bioinformatics, Duke UniversityVerified email at cs.duke.edu
Ansaf Salleb-AouissiColumbia University Computer Science DepartmentVerified email at columbia.edu
Nipun BatraIIT GandhinagarVerified email at iitgn.ac.in
Albert BoulangerSenior Data Architect, Department of Neurology, Columbia UniversityVerified email at ldeo.columbia.edu
Phil Grossformer PhD candidate, Columbia University, currently at GoogleVerified email at cs.columbia.edu
Hillol KarguptaProfessor of Computer Science & Electrical Engineering, University of Maryland, Baltimore CountyVerified email at cs.umbc.edu
Amarjeet SinghUCLA IIIT DelhiVerified email at iiitd.ac.in
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLAVerified email at ucla.edu
Roger N. AndersonColumbia UniversityVerified email at ldeo.columbia.edu
William KnottenbeltProfessor of Applied Quantitative Analysis, Department of Computing, Imperial College LondonVerified email at doc.ic.ac.uk
Alex RogersProfessor of Computer Science, University of OxfordVerified email at cs.ox.ac.uk
Oliver ParsonPrincipal Data ScientistVerified email at nationalgrid.com
Leon WuColumbia UniversityVerified email at columbia.edu
Jack Kellyex Imperial & DeepMind. Now running non-profit focused on climate change mitigation.Verified email at imperial.ac.uk
Manoj PooleeryDirector - Technology, Business Development & Entrepreneurship, Center for Computational LearningVerified email at ccls.columbia.edu
Kirk Daniel BorneFounder, Data Leadership Group LLCVerified email at dataprime.ai
Bert HuangAssistant Professor, Tufts University Department of Computer ScienceVerified email at vt.edu
Boyi XieColumbia UniversityVerified email at cs.columbia.edu
Vasileios MegalooikonomouProfessor of Computer Engineering and Informatics, University of PatrasVerified email at ceid.upatras.gr

Haimonti Dutta

Department of Management Science and Systems, University at Buffalo, New York

Verified email at buffalo.edu - Homepage

Consensus Based Machine Learning Distributed Optimization Large Scale Machine Learning Distributed and Parallel Learning Dat


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NILMTK: An open source toolkit for non-intrusive load monitoring N Batra, J Kelly, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ... Proceedings of the 5th international conference on Future energy systems …, 2014	663	2014
Machine learning for the New York City power grid C Rudin, D Waltz, RN Anderson, A Boulanger, A Salleb-Aouissi, M Chow, ... IEEE transactions on pattern analysis and machine intelligence 34 (2), 328-345, 2011	344	2011
Distributed top-k outlier detection from astronomy catalogs using the demac system H Dutta, C Giannella, K Borne, H Kargupta Proceedings of the 2007 SIAM International Conference on Data Mining, 473-478, 2007	153	2007
Machine learning for power grid RN Anderson, A Boulanger, C Rudin, D Waltz, A Salleb-Aouissi, M Chow, ... US Patent 8,751,421, 2014	107	2014
A process for predicting manhole events in Manhattan C Rudin, RJ Passonneau, A Radeva, H Dutta, S Ierome, D Isaac Machine Learning 80, 1-31, 2010	80	2010
Nilmtk v0. 2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract J Kelly, N Batra, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ... Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014	53	2014
Orthogonal Decision Trees H Kargupta, H Dutta International Conference on Data Mining, 487-490, 2004	51	2004
Indic: Improved non-intrusive load monitoring using load division and calibration N Batra, H Dutta, A Singh 2013 12th International Conference on Machine Learning and Applications 1, 79-84, 2013	49	2013
Measuring Diversity in Regression Ensembles. H Dutta IICAI 9, 17p, 2009	42	2009
Distributed storage of large-scale multidimensional electroencephalogram data using hadoop and hbase H Dutta, A Kamil, M Pooleery, S Sethumadhavan, J Demme Grid and Cloud Database Management, 331-347, 2011	37	2011
Data driven energy efficiency in buildings N Batra, A Singh, P Singh, H Dutta, V Sarangan, M Srivastava arXiv preprint arXiv:1404.7227, 2014	32	2014
Analysis of privacy preserving random perturbation techniques: further explorations H Dutta, H Kargupta, S Datta, K Sivakumar Proceedings of the 2003 ACM Workshop on Privacy in the Electronic Society, 31-38, 2003	28	2003
Distributed linear programming and resource management for data mining in distributed environments H Dutta, H Kargupta 2008 IEEE International Conference on Data Mining Workshops, 543-552, 2008	26	2008
Balanced Hodge Laplacians Optimize Consensus Dynamics over Simplicial Complexes C Ziegler, PS Skardal, H Dutta, D Taylor Chaos: An interdisciplinary journal of nonlinear science 32 (023128), https …, 2022	25	2022
Ranking electrical feeders of the New York power grid P Gross, A Salleb-Aouissi, H Dutta, A Boulanger 2009 International Conference on Machine Learning and Applications, 359-365, 2009	23	2009
A system for intergroup prejudice detection: The case of microblogging under terrorist attacks H Dutta, KH Kwon, HR Rao Decision Support Systems 113, 11-21, 2018	22	2018
Evaluating machine learning for improving power grid reliability LL Wu, GE Kaiser, C Rudin, DL Waltz, RN Anderson, AG Boulanger, ...	22	2011
PARABLE: A PArallel RAndom -partition Based HierarchicaL Clustering Algorithm for the MapReduce Framework S Wang, H Dutta 6th Annual Machine Learning Symposium at the New York Academy of Sciences, 2011	21	2011
Fast and effective characterization of 3D region data V Megalooikonomou, H Dutta, D Kontos Proceedings. International Conference on Image Processing 1, I-I, 2002	17	2002
GADGET SVM: a gossip-based sub-gradient svm solver C Hensel, H Dutta International Conference on Machine Learning (ICML), Numerical Mathematics …, 2009	15	2009

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