| 2019 | SIGMOD | ExplainIt! - A Declarative Root-cause Analysis Engine for Time Series Data. | Vimalkumar Jeyakumar, Omid Madani, Ali Parandeh, Ashutosh Kulshreshtha, Weifei Zeng, Navindra Yadav |
| 2012 | ECCV | Weakly Supervised Learning of Object Segmentations from Web-Scale Video. | Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar |
| 2010 | CIKM | Discovery of numerous specific topics via term co-occurrence analysis. | Omid Madani, Jiye Yu |
| 2009 | IJCAI | Efficient Online Learning and Prediction of Users' Desktop Actions. | Omid Madani, Hung Bui, Eric Yeh |
| 2009 | SODA | Discounted deterministic Markov decision processes and discounted all-pairs shortest paths. | Omid Madani, Mikkel Thorup, Uri Zwick |
| 2008 | CIKM | Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization. | Jian Huang, Omid Madani, C. Lee Giles |
| 2008 | KDD | On updates that constrain the features' connections during learning. | Omid Madani, Jian Huang |
| 2008 | SDM | Large-Scale Many-Class Learning. | Omid Madani, Michael Connor |
| 2006 | KDD | Nave filterbots for robust cold-start recommendations. | Seung-Taek Park, David M. Pennock, Omid Madani, Nathan Good, Dennis DeCoste |
| 2006 | KDD | A large-scale analysis of query logs for assessing personalization opportunities. | Steve Wedig, Omid Madani |
| 2006 | WWW | Generating query substitutions. | Rosie Jones, Benjamin Rey, Omid Madani, Wiley Greiner |
| 2006 | UAI | An Empirical Comparison of Algorithms for Aggregating Expert Predictions. | Varsha Dani, Omid Madani, David M. Pennock, Sumit K. Sanghai, Brian Galebach |
| 2005 | CIKM | Biasing web search results for topic familiarity. | Giridhar Kumaran, Rosie Jones, Omid Madani |
| 2005 | IJCAI | InterActive Feature Selection. | Hema Raghavan, Omid Madani, Rosie Jones |
| 2004 | COLT | The Budgeted Multi-armed Bandit Problem. | Omid Madani, Daniel J. Lizotte, Russell Greiner |
| 2004 | UAI | Active Model Selection. | Omid Madani, Daniel J. Lizotte, Russell Greiner |
| 2003 | UAI | Budgeted Learning of Naive-Bayes Classifiers. | Daniel J. Lizotte, Omid Madani, Russell Greiner |
| 2002 | AAAI | On Policy Iteration as a Newton s Method and Polynomial Policy Iteration Algorithms. | Omid Madani |
| 2002 | UAI | Polynomial Value Iteration Algorithms for Detrerminstic MDPs. | Omid Madani |
| 1999 | AAAI | On the Undecidability of Probabilistic Planning and Infinite-Horizon Partially Observable Markov Decision Problems. | Omid Madani, Steve Hanks, Anne Condon |
| 1997 | KDD | Fast and Intuitive Clustering of Web Documents. | Oren Zamir, Oren Etzioni, Omid Madani, Richard M. Karp |
| 1996 | FOCS | Efficient Information Gathering on the Internet (extended abstract). | Oren Etzioni, Steve Hanks, Tao Jiang, Richard M. Karp, Omid Madani, Orli Waarts |