Publications with keyword "Budgeted Learning"
1. | S. Khan. "The Budgeted Biomarker Discovery Problem". PhD Thesis, June 2015. |
2. | K. Deng, R. Greiner, S. Murphy. "Budgeted Learning For Developing Personalized Treatment". International Conference on Machine Learning and Applications (ICMLA), pp 7-14, December 2014. |
3. | L. Li, B. Poczos, C. Szepesvari, R. Greiner. "Budgeted Distribution Learning of Belief Net Parameters". International Conference on Machine Learning (ICML), June 2010. |
4. | L. Li. "Budgeted Parameter Learning of Generative Bayesian Networks". MSc Thesis, University of Alberta, April 2009. |
5. | R. Greiner. "Using Value of Information to Learn and Classify under Hard Budgets". Value of Information in Inference, Learning and Decision-Making, Whistler, B.C., Canada, December 2005. |
6. | A. Kapoor. "Learning and Classifying under Hard Budgets". MSc Thesis, University of Alberta, October 2005. |
7. | A. Kapoor, R. Greiner. "Learning and Classifying under Hard Budgets". European Conference on Machine Learning (ECML), Porto, Portugal, pp 166-173, October 2005. |
8. | A. Kapoor, R. Greiner. "Budgeted Learning of Bounded Active Classifiers". Utility-Based Data Mining (UBDM), August 2005. |
9. | A. Kapoor, R. Greiner. "Reinforcement Learning for Active Model Selection". Utility-Based Data Mining (UBDM), ACM, pp 17-23, August 2005. |
10. | O. Madani, D. Lizotte, R. Greiner. "Active Model Selection". Conference on Uncertainty in Artificial Intelligence (UAI), Banff, Alberta, pp 357-365, July 2004. |
11. | O. Madani, D. Lizotte, R. Greiner. "The Budgeted Multi-Armed Bandit Problem". Conference on Learning Theory (COLT), Banff, Alberta, pp 643-645, July 2004. |
12. | D. Lizotte. "Budgeted Learning of Naive Bayes Classifiers - MSc". MSc Thesis, University of Alberta, September 2003. |
13. | D. Lizotte, O. Madani, R. Greiner. "Budgeted Learning of Naive-Bayes Classifiers". Conference on Uncertainty in Artificial Intelligence (UAI), Acapulco, Mexico, August 2003. |