Sunil Gupta
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Machine Learning in Healthcare, Bayesian Methods and Mixture Models, Digital Mental Health Interventions, Statistical Methods and Inference
Most-Cited Works
- → Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View(2016)1,002 cited
- → Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry(2014)121 cited
- → Nonnegative shared subspace learning and its application to social media retrieval(2010)102 cited
- → Stable feature selection for clinical prediction: Exploiting ICD tree structure using Tree-Lasso(2014)89 cited
- → Differentially Private Random Forest with High Utility(2015)68 cited
- → A framework for feature extraction from hospital medical data with applications in risk prediction(2014)45 cited
- → Understanding managers' strategic decision-making process(1994)44 cited
- → Multiple task transfer learning with small sample sizes(2015)40 cited
- → Regularized nonnegative shared subspace learning(2011)38 cited
- → Is Demography Destiny? Application of Machine Learning Techniques to Accurately Predict Population Health Outcomes from a Minimal Demographic Dataset(2015)34 cited