| 2012 | AMIA | Learning Medical Diagnosis Models from Multiple Experts. | Hamed Valizadegan, Quang Nguyen, Milos Hauskrecht |
| 2012 | SDM | Sampling Strategies to Evaluate the Performance of Unknown Predictors. | Hamed Valizadegan, Saeed Amizadeh, Milos Hauskrecht |
| 2011 | ICDM | Learning Classification with Auxiliary Probabilistic Information. | Quang Nguyen, Hamed Valizadegan, Milos Hauskrecht |
| 2011 | ICDM | Conditional Anomaly Detection with Soft Harmonic Functions. | Michal Valko, Branislav Kveton, Hamed Valizadegan, Gregory F. Cooper, Milos Hauskrecht |
| 2011 | KDD | Learning to trade off between exploration and exploitation in multiclass bandit prediction. | Hamed Valizadegan, Rong Jin, Shijun Wang |
| 2008 | WWW | Ranking refinement and its application to information retrieval. | Rong Jin, Hamed Valizadegan, Hang Li |
| 2007 | CIDM | A Prototype-driven Framework for Change Detection in Data Stream Classification. | Hamed Valizadegan, Pang-Ning Tan |
| 2007 | ICTAI | A Probabilistic Substructure-Based Approach for Graph Classification. | H. D. K. Moonesinghe, Hamed Valizadegan, Samah Jamal Fodeh, Pang-Ning Tan |
| 2007 | SDM | Kernel Based Detection of Mislabeled Training Examples. | Hamed Valizadegan, Pang-Ning Tan |