Sriraam Natarajan

Latest

• A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains
• Combining content-based and collaborative filtering for job recommendation system: A cost-sensitive Statistical Relational Learning approach
• Modeling Heart Procedures from EHRs: An Application of Exponential Families
• Discriminative Boosted Bayes Networks for Learning Multiple Cardiovascular Procedures
• Identifying Rare Diseases from Behavioural Data: A Machine Learning Approach
• Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach
• Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study
• Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach
• Knowledge Intensive Learning: Combining Qualitative Constraints with Causal Independence for Parameter Learning in Probabilistic Models