| 2008 | AAAI | Learning Sparse Kernels from 3D Surfaces for Heart Wall Motion Abnormality Detection. | Glenn Fung, Sriram Krishnan, R. Bharat Rao, Hui Chen |
| 2008 | ICML | Bayesian multiple instance learning: automatic feature selection and inductive transfer. | Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar, R. Bharat Rao |
| 2008 | KDD | Privacy-preserving cox regression for survival analysis. | Shipeng Yu, Glenn Fung, Rmer Rosales, Sriram Krishnan, R. Bharat Rao, Cary Dehing-Oberije, Philippe Lambin |
| 2008 | SDM | On the Dangers of Cross-Validation. An Experimental Evaluation. | R. Bharat Rao, Glenn Fung |
| 2007 | AMIA | Modeling the fMRI Signal via Hierarchical Clustered Hidden Process Models. | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao |
| 2007 | ICMLA | Reducing a Biomarkers List via Mathematical Programming: Application to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer. | Glenn Fung, Renaud Seigneuric, Sriram Krishnan, R. Bharat Rao, Brad G. Wouters, Philippe Lambin |
| 2007 | ICMLA | Semi-Supervised Active Learning for Modeling Medical Concepts from Free Text. | Rmer Rosales, Praveen Krishnamurthy, R. Bharat Rao |
| 2007 | ICMLA | Automatic medical coding of patient records via weighted ridge regression. | Jian-Wu Xu, Shipeng Yu, Jinbo Bi, Lucian Vlad Lita, Radu Stefan Niculescu, R. Bharat Rao |
| 2007 | IJCAI | Learning Classifiers When the Training Data Is Not IID. | Murat Dundar, Balaji Krishnapuram, Jinbo Bi, R. Bharat Rao |
| 2007 | IJCAI | Feature Selection and Kernel Design via Linear Programming. | Glenn Fung, Rmer Rosales, R. Bharat Rao |
| 2007 | IJCAI | A Theoretical Framework for Learning Bayesian Networks with Parameter Inequality Constraints. | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao |
| 2007 | IJCAI | Automated Heart Wall Motion Abnormality Detection from Ultrasound Images Using Bayesian Networks. | Maleeha Qazi, Glenn Fung, Sriram Krishnan, Rmer Rosales, Harald Steck, R. Bharat Rao, Don Poldermans, Dhanalakshmi Chandrasekaran |
| 2007 | KDD | LungCAD: a clinically approved, machine learning system for lung cancer detection. | R. Bharat Rao, Jinbo Bi, Glenn Fung, Marcos Salganicoff, Nancy Obuchowski, David P. Naidich |
| 2007 | SDM | Probabilistic Joint Feature Selection for Multi-task Learning. | Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherkassky |
| 2006 | KDD | Computer aided detection via asymmetric cascade of sparse hyperplane classifiers. | Jinbo Bi, Senthil Periaswamy, Kazunori Okada, Toshiro Kubota, Glenn Fung, Marcos Salganicoff, R. Bharat Rao |
| 2005 | ICDM | Semi-Supervised Mixture of Kernels via LPBoost Methods. | Jinbo Bi, Glenn Fung, Murat Dundar, R. Bharat Rao |
| 2005 | ICMLA | Sparse classifiers for Automated HeartWall Motion Abnormality Detection. | Glenn Fung, Maleeha Qazi, Sriram Krishnan, Jinbo Bi, R. Bharat Rao, A. Katz |
| 2005 | KDD | Rule extraction from linear support vector machines. | Glenn Fung, Sathyakama Sandilya, R. Bharat Rao |
| 2005 | SDM | Sparse Fisher Discriminant Analysis for Computer Aided Detection. | Murat Dundar, Glenn Fung, Jinbo Bi, Sathyakama Sandilya, R. Bharat Rao |
| 2005 | SDM | Exploiting Parameter Related Domain Knowledge for Learning in Graphical Models. | Radu Stefan Niculescu, Tom M. Mitchell, R. Bharat Rao |
| 2004 | ICML | A fast iterative algorithm for fisher discriminant using heterogeneous kernels. | Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao |
| 2004 | MICCAI | Real-Time Multi-model Tracking of Myocardium in Echocardiography Using Robust Information Fusion. | Bogdan Georgescu, Xiang Sean Zhou, Dorin Comaniciu, R. Bharat Rao |
| 2004 | SDM | Continuous-Time Bayesian Modeling of Clinical Data. | Sathyakama Sandilya, R. Bharat Rao |
| 2003 | AMIA | Evaluating the C-section Rate of Different Physician Practices: Using Machine Learning to Model Standard Practice. | Rich Caruana, Radu Stefan Niculescu, R. Bharat Rao, Cynthia Simms |
| 2003 | AMIA | Secure De-identification and Re-identification. | William Landi, R. Bharat Rao |
| 2003 | KDD | Clinical and financial outcomes analysis with existing hospital patient records. | R. Bharat Rao, Sathyakama Sandilya, Radu Stefan Niculescu, Colin Germond, Harsha Rao |
| 2002 | AMIA | Machine learning for sub-population assessment: evaluating the C-section rate of different physician practices. | Rich Caruana, Radu Stefan Niculescu, R. Bharat Rao, Cynthia Simms |
| 2002 | AMIA | Mining time-dependent patient outcomes from hospital patient records. | R. Bharat Rao, Sathyakama Sandilya, Radu Stefan Niculescu, Colin Germond, Arun Goel |
| 1998 | KDD | Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers. | R. Bharat Rao, Scott Rickard, Frans Coetzee |
| 1995 | ICML | For Every Generalization Action, Is There Really an Equal and Opposite Reaction? | R. Bharat Rao, Diana F. Gordon, William M. Spears |
| 1993 | AAAI | Building Models to Support Synthesis in Early Stage Product Design. | R. Bharat Rao, Stephen C. Y. Lu |
| 1993 | ICML | Data Mining of Subjective Agricultural Data. | R. Bharat Rao, Thomas B. Voigt, Thomas W. Fermanian |
| 1992 | AAAI | Learning Engineering Models with the Minimum Description Length Principle. | R. Bharat Rao, Stephen C. Y. Lu |
| 1991 | ICML | Knowledge-Based Equation Discovery in Engineering Domains. | R. Bharat Rao, Stephen C. Y. Lu, Robert E. Stepp |