| 2021 | DIS | Consensus Based Vertically Partitioned Multi-layer Perceptrons for Edge Computing. | Haimonti Dutta, Saurabh Amarnath Mahindre, Nitin Nataraj |
| 2014 | SENSYS | NILMTK v0.2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract. | Jack Kelly, Nipun Batra, Oliver Parson, Haimonti Dutta, William J. Knottenbelt, Alex Rogers, Amarjeet Singh, Mani B. Srivastava |
| 2013 | ICMLA | INDiC: Improved Non-intrusive Load Monitoring Using Load Division and Calibration. | Nipun Batra, Haimonti Dutta, Amarjeet Singh |
| 2012 | EuroPar | Topic 5: Parallel and Distributed Data Management. | Domenico Talia, Alex Delis, Haimonti Dutta, Arkady B. Zaslavsky |
| 2012 | ICMLA | Multivariate Assessment of a Repair Program for a New York City Electrical Grid. | Rebecca J. Passonneau, Ashish Tomar, Somnath Sarkar, Haimonti Dutta, Axinia Radeva |
| 2012 | SEKE | Progressive Clustering with Learned Seeds: An Event Categorization System for Power Grid. | Boyi Xie, Rebecca J. Passonneau, Haimonti Dutta, Jing-Yeu Miaw, Axinia Radeva, Ashish Tomar, Cynthia Rudin |
| 2011 | FlAIRS | Learning Parameters of the K-Means Algorithm From Subjective Human Annotation. | Haimonti Dutta, Rebecca J. Passonneau, Austin Lee, Axinia Radeva, Boyi Xie, David L. Waltz |
| 2010 | ICMLA | Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering. | Haimonti Dutta, David L. Waltz, Karthik M. Ramasamy, Philip Gross, Ansaf Salleb-Aouissi, Hatim Diab, Manoj Pooleery, Catherine A. Schevon, Ronald Emerson |
| 2009 | ICDM | TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents. | Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer |
| 2009 | ICMLA | Ranking Electrical Feeders of the New York Power Grid. | Philip Gross, Ansaf Salleb-Aouissi, Haimonti Dutta, Albert Boulanger |
| 2008 | ICDM | Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. | Haimonti Dutta, Hillol Kargupta |
| 2008 | ICMLA | Distributed Optimization Strategies for Mining on Peer-to-Peer Networks. | Haimonti Dutta, Ananda Matthur |
| 2007 | SDM | Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. | Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta |
| 2005 | HiPC | Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. | Haimonti Dutta, Hillol Kargupta, Anupam Joshi |
| 2004 | ICDM | Orthogonal Decision Trees. | Hillol Kargupta, Haimonti Dutta |
| 2002 | ICIP | Fast and effective characterization of 3D region data. | Vasileios Megalooikonomou, Haimonti Dutta, Despina Kontos |