21 citations · 25 across the 3 of their papers we have counts for
3 papers
cs.AI2012★ 2 cited
Polynomial Value Iteration Algorithms for Detrerminstic MDPs
Omid Madani
Value iteration is a commonly used and empirically competitive method in solving many Markov decision process problems. However, it is known that value iteration has only pseudo-po…
cs.LG2012★ 21 cited
Budgeted Learning of Naive-Bayes Classifiers
Daniel J. Lizotte, Omid Madani, Russell Greiner
Frequently, acquiring training data has an associated cost. We consider the situation where the learner may purchase data during training, subject TO a budget. IN particular, we ex…
cs.LG2012★ 2 cited
Active Model Selection
Omid Madani, Daniel J. Lizotte, Russell Greiner
Classical learning assumes the learner is given a labeled data sample, from which it learns a model. The field of Active Learning deals with the situation where the learner begins…