| 2010 |
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| 28 | Discounted deterministic Markov decision processes and discounted all-pairs shortest paths. Omid Madani, Mikkel Thorup, Uri Zwick. ACM Transactions on Algorithms (6) (2010). Web SearchBibTeXDownload |
| 27 | Discovery of numerous specific topics via term co-occurrence analysis. Omid Madani, Jiye Yu. CIKM 2010, 1841-1844. Web SearchBibTeXDownload |
| 2009 |
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| 26 | Efficient Online Learning and Prediction of Users' Desktop Actions. Omid Madani, Hung Hai Bui, Eric Yeh. IJCAI 2009, 1457-1462. Web SearchBibTeXDownload |
| 25 | Learning When Concepts Abound. Omid Madani, Michael Connor, Wiley Greiner. Journal of Machine Learning Research (10): 2571-2613 (2009). Web SearchBibTeXDownload |
| 24 | Discounted deterministic Markov decision processes and discounted all-pairs shortest paths. Omid Madani, Mikkel Thorup, Uri Zwick. SODA 2009, 958-967. Web SearchBibTeXDownload |
| 2008 |
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| 23 | Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization. Jian Huang, Omid Madani, C. Lee Giles. CIKM 2008, 83-92. Web SearchBibTeXDownload |
| 22 | On updates that constrain the features' connections during learning. Omid Madani, Jian Huang. KDD 2008, 515-523. Web SearchBibTeXDownload |
| 21 | Large-Scale Many-Class Learning. Omid Madani, Michael Connor. SDM 2008, 846-857. Web SearchBibTeXDownload |
| 2007 |
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| 20 | Recall Systems: Effcient Learning and Use of Category Indices. Omid Madani, Wiley Greiner, David Kempe, Mohammad R. Salavatipour. Journal of Machine Learning Research - Proceedings Track (2): 307-314 (2007). Web SearchBibTeXDownload |
| 2006 |
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| 19 | Active Learning with Feedback on Features and Instances. Hema Raghavan, Omid Madani, Rosie Jones. Journal of Machine Learning Research (7): 1655-1686 (2006). Web SearchBibTeXDownload |
| 18 | Naïve filterbots for robust cold-start recommendations. Seung-Taek Park, David Pennock, Omid Madani, Nathan Good, Dennis DeCoste. KDD 2006, 699-705. Web SearchBibTeXDownload |
| 17 | A large-scale analysis of query logs for assessing personalization opportunities. Steve Wedig, Omid Madani. KDD 2006, 742-747. Web SearchBibTeXDownload |
| 16 | An Empirical Comparison of Algorithms for Aggregating Expert Predictions. Varsha Dani, Omid Madani, David M. Pennock, Sumit K. Sanghai, Brian Galebach. UAI 2006. Web SearchBibTeXDownload |
| 15 | Generating query substitutions. Rosie Jones, Benjamin Rey, Omid Madani, Wiley Greiner. WWW 2006, 387-396. Web SearchBibTeXDownload |
| 2005 |
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| 14 | Biasing web search results for topic familiarity. Giridhar Kumaran, Rosie Jones, Omid Madani. CIKM 2005, 271-272. Web SearchBibTeXDownload |
| 13 | InterActive Feature Selection. Hema Raghavan, Omid Madani, Rosie Jones. IJCAI 2005, 841-846. Web SearchBibTeXDownload |
| 2004 |
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| 12 | The Budgeted Multi-armed Bandit Problem. Omid Madani, Daniel J. Lizotte, Russell Greiner. COLT 2004, 643-645. Web SearchBibTeXDownload |
| 11 | Co-Validation: Using Model Disagreement on Unlabeled Data to Validate Classification Algorithms. Omid Madani, David M. Pennock, Gary William Flake. NIPS 2004. Web SearchBibTeXDownload |
| 10 | Active Model Selection. Omid Madani, Daniel J. Lizotte, Russell Greiner. UAI 2004, 357-365. Web SearchBibTeXDownload |
| 2003 |
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| 9 | On the undecidability of probabilistic planning and related stochastic optimization problems. Omid Madani, Steve Hanks, Anne Condon. Artif. Intell. (147): 5-34 (2003). Web SearchBibTeXDownload |
| 8 | Budgeted Learning of Naive-Bayes Classifiers. Daniel J. Lizotte, Omid Madani, Russell Greiner. UAI 2003, 378-385. Web SearchBibTeXDownload |
| 2002 |
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| 7 | On Policy Iteration as a Newton s Method and Polynomial Policy Iteration Algorithms. Omid Madani. AAAI/IAAI 2002, 273-278. Web SearchBibTeX |
| 6 | Performance of Lookahead Control Policies in the Face of Abstractions and Approximations. Ilya Levner, Vadim Bulitko, Omid Madani, Russell Greiner. SARA 2002, 299-307. Web SearchBibTeXDownload |
| 5 | Polynomial Value Iteration Algorithms for Detrerminstic MDPs. Omid Madani. UAI 2002, 311-318. Web SearchBibTeXDownload |
| 2000 |
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| 4 | Optimal Information Gathering on the Internet with Time and Cost Constraints. Oren Etzioni, Steve Hanks, Tao Jiang, Omid Madani. SIAM J. Comput. (29): 1596-1620 (2000). Web SearchBibTeXDownload |
| 1999 |
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| 3 | On the Undecidability of Probabilistic Planning and Infinite-Horizon Partially Observable Markov Decision Problems. Omid Madani, Steve Hanks, Anne Condon. AAAI/IAAI 1999, 541-548. Web SearchBibTeX |
| 1997 |
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| 2 | Fast and Intuitive Clustering of Web Documents. Oren Zamir, Oren Etzioni, Omid Madani, Richard M. Karp. KDD 1997, 287-290. Web SearchBibTeX |
| 1996 |
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| 1 | Efficient Information Gathering on the Internet (extended abstract). Oren Etzioni, Steve Hanks, Tao Jiang, Richard M. Karp, Omid Madani, Orli Waarts. FOCS 1996, 234-243. Web SearchBibTeXDownload |
