Krishnakumar Balasubramanian

Krishnakumar Balasubramanian, Guy Lebanon: The Landmark Selection Method for Multiple Output Prediction. ICML 2012

Krishnakumar Balasubramanian, Kai Yu, Guy Lebanon: Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations. CoRR abs/1210.1121 (2012)

Krishnakumar Balasubramanian, Pinar Donmez, Guy Lebanon: Unsupervised Supervised Learning II: Margin-Based Classification Without Labels. Journal of Machine Learning Research 12: 3119-3145 (2011)

Krishnakumar Balasubramanian, Pinar Donmez, Guy Lebanon: Unsupervised Supervised Learning II: Margin-Based Classification without Labels. Journal of Machine Learning Research - Proceedings Track 15: 137-145 (2011)

Pinar Donmez, Guy Lebanon, Krishnakumar Balasubramanian: Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels. Journal of Machine Learning Research 11: 1323-1351 (2010)

Yi Mao, Krishnakumar Balasubramanian, Guy Lebanon: Dimensionality Reduction for Text using Domain Knowledge. COLING (Posters) 2010: 801-809

Joshua V. Dillon, Krishnakumar Balasubramanian, Guy Lebanon: Asymptotic Analysis of Generative Semi-Supervised Learning. ICML 2010: 295-302

Joshua V. Dillon, Krishnakumar Balasubramanian, Guy Lebanon: Asymptotic Analysis of Generative Semi-Supervised Learning. CoRR abs/1003.0024 (2010)

Pinar Donmez, Krishnakumar Balasubramanian, Guy Lebanon: Unsupervised Supervised Learning II: Training Margin Based Classifiers without Labels. CoRR abs/1003.0470 (2010)

Yi Mao, Krishnakumar Balasubramanian, Guy Lebanon: Linguistic Geometries for Unsupervised Dimensionality Reduction. CoRR abs/1003.0628 (2010)

Aniruddha S. Gokhale, Krishnakumar Balasubramanian, Arvind S. Krishna, Jaiganesh Balasubramanian, George Edwards, Gan Deng, Emre Turkay, Jeff Parsons, Douglas C. Schmidt: Model driven middleware: A new paradigm for developing distributed real-time and embedded systems. Sci. Comput. Program. 73(1): 39-58 (2008)

Krishnakumar Balasubramanian, Douglas C. Schmidt: Physical Assembly Mapper: A Model-Driven Optimization Tool for QoS-Enabled Component Middleware. IEEE Real-Time and Embedded Technology and Applications Symposium 2008: 123-134

Krishnakumar Balasubramanian, Jaiganesh Balasubramanian, Jeff Parsons, Aniruddha S. Gokhale, Douglas C. Schmidt: A Platform-Independent Component Modeling Language for Distributed Real-time and Embedded Systems. J. Comput. Syst. Sci. 73(2): 171-185 (2007)

Krishnakumar Balasubramanian, Douglas C. Schmidt, Zoltan Molnar, Ákos Lédeczi: Component-Based System Integration via (Meta)Model Composition. ECBS 2007: 93-102

Amogh Kavimandan, Krishnakumar Balasubramanian, Nishanth Shankaran, Aniruddha S. Gokhale, Douglas C. Schmidt: QUICKER: A Model-Driven QoS Mapping Tool for QoS-Enabled Component Middleware. ISORC 2007: 62-70

Krishnakumar Balasubramanian, Aniruddha S. Gokhale, Gabor Karsai, Janos Sztipanovits, Sandeep Neema: Developing Applications Using Model-Driven Design Environments. IEEE Computer 39(2): 33-40 (2006)

Krishnakumar Balasubramanian, Arvind S. Krishna, Emre Turkay, Jaiganesh Balasubramanian, Jeff Parsons, Aniruddha S. Gokhale, Douglas C. Schmidt: Applying model-driven development to distributed real-time and embedded avionics systems. IJES 2(3/4): 142-155 (2006)

Krishnakumar Balasubramanian, Aniruddha S. Gokhale, Yuehua Lin, Jing Zhang, Jeff Gray: Weaving Deployment Aspects into Domain-specific Models. International Journal of Software Engineering and Knowledge Engineering 16(3): 403-424 (2006)

Krishnakumar Balasubramanian, Jaiganesh Balasubramanian, Jeff Parsons, Aniruddha S. Gokhale, Douglas C. Schmidt: A Platform-Independent Component Modeling Language for Distributed Real-Time and Embedded Systems. IEEE Real-Time and Embedded Technology and Applications Symposium 2005: 190-199

Aniruddha S. Gokhale, Krishnakumar Balasubramanian, Tao Lu: CoSMIC: addressing crosscutting deployment and configuration concerns of distributed real-time and embedded systems. OOPSLA Companion 2004: 218-219

Krishnakumar Balasubramanian, Nanbor Wang, Douglas C. Schmidt: Towards Composable Distributed Real-time and Embedded Software. WORDS 2003: 226-233