To view the publications from a specific year, select the year from the list
below. All are in pdf, unless noted.
2008
2007
- Exploring
Massive Learning via a Prediction System. O. Madani. AAAI FSS07 (on
Computational Approaches to Representation Change During Learning and
Development), 2007.
- Prediction
Games in Infinitely Rich Worlds. O. Madani. Position paper at
AAAI FSS, 2007.
- Ranked Recall:
Efficient Classification by Efficient Learning of Indices that
Rank. O. Madani, M. Connor. Yahoo! Research
Technical Report, 2007.
- Recall Systems:
Efficient Learning and Use of Category Indices. O. Madani,
W. Greiner, D. Kempe, and M. Salavatipour. AISTATS, 2007.
- When will Feature
Feedback help? Quantifying the Complexity of Classification
Problems. H. Raghavan, O. Madani, R. Jones. IJCAI
Workshop on Human in the Loop Computing, 2007.
2006
- Prediction Games in
Infinitely Rich Worlds. O. Madani. 2nd Utility Based Date Mining
Workshop (UBDM) at KDD, 2006.
- Learning when
Concepts Abound. O. Madani and W. Greiner. Yahoo! Research
Technical Report. May, 2006.
- Active
Learning with Feedback on Features and Instances. H. Raghavan, O.
Madani and R. Jones. JMLR 2006.
- A Large
Scale Analysis of Query Logs for Assessing Personalization
Opportunities. S. Wedig and O. Madani. KDD 2006.
- Generating
Query Substitutions. R. Jones, B. Rey, O. Madani, and W. Greiner.
WWW 2006.
- Naive
Filterbots for Robust Cold-Start Recommendations. S.T. Park, D.
Pennock, O. Madani, N. Good, D. DeCoste. KDD 2006.
- An Empirical
Comparison of Algorithms for Aggregating Expert Predictions. V.
Dani, O. Madani, D. Pennock, S. Sanghai, and B. Galebach. UAI, 2006.
2005
2004
- Active
Model Selection. O. Madani, D. J. Lizotte, and R. Greiner. UAI,
2004.
- Co-Validation:
Using Model Disagreement on Unlabeled Data to Validate Classification
Algorithms. O. Madani, D. Pennock, and G. Flake. Neural Information
Processing Systems (NIPS), 2004.
- The
Budgeted Multi-Armed Bandit Problem. O. Madani, D. J. Lizotte,
and R. Greiner. COLT, 2004.
- Empowered
Learners! Manuscript (a summery of some extensions of classical
supervised learning, such as active learning), 2004.
2003 and Before
- Budgeted
Learning of Naive-Bayes Classifiers. D. J. Lizotte, O. Madani,
and R. Greiner. UAI, 2003.
- On
the Undecidability of Probabilistic Planning and Related Stochastic
Optimization Problems. O. Madani, S. Hanks, and A. Condon. AI
Journal (AIJ), 2003.
- On
Policy Iteration as a Newton's Method and Polynomial Policy Iteration
Algorithms . O. Madani. AAAI, 2002.
- Polynomial
Value Iteration Algorithms for Deterministic MDPs. O. Madani,
UAI, 2002.
- Performance of
Lookahead Control Policies in the Face of Abstractions and
Approximations. I. Levner, V. Bulitko, O. Madani and R.
Greiner. SARA, 2002.
- PhD
Thesis: Complexity Results for Infinite-Horizon Markov Decision Processes
(abstract in
text), 2000.
- Optimal
Information Gathering on the Internet with Time and Cost
Constraints. O. Etzioni, S. Hanks, T. Jiang, and O. Madani.
SICOMP, 2000.
- On the
Undecidability of Probabilistic Planning and Partially Observable Markov
Decision Problems. O. Madani, S. Hanks, and A. Condon. AAAI,
1999.
- Fast and Intuitive
Clustering of Web Documents. O. Zamir, O. Etzioni, O. Madani,
R. M. Karp. KDD, 1997.
- Efficient
Information Gathering on the Internet. O. Etzioni, S. Hanks,
T. Jiang, R. M. Karp, O. Madani, and O. Waarts, FOCS, 1996.
Abbreviations for conference names,
journals, etc.
- AIJ = Artificial Intelligence Journal
- AISTATS = Conference on Artificial Intelligence and Statistics
- AAAI = National Conference on Artificial Intelligence
- AAAI FSS = AAAI Fall Symposium Series
- CIKM = Conference on Information and Knowledge Management
- COLT = Conference of Learning Theory
- FOCS = International Conference on Foundations of Computer Science
- IJCAI = International Joint conference on Artificial Intelligence
- JMLR = Journal of Machine Learning Research
- KDD or SIGKDD = ACM SIGKDD International Conference on Knowledge Discovery
and Data Mining
- NIPS = Conference on Neural Information Processing Systems
- SARA = Symposium on Abstraction, Reformulation, and Approximation
- SDM = SIAM (Society of Industrial and Applied Mathematicians) Conference
on Data Mining
- SICOMP = SIAM Journal on Computing
- UAI = Conference on Uncertainty in Artificial Intelligence
- UBDM = Utility Based Data Mining (workshop)
- WWW = International World Wide Web Conference
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