21 citations · 35 across the 9 of their papers we have counts for
3 papers · 1 filter
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…
Set-valued dynamic treatment regimes for competing outcomes
Eric B. Laber, Daniel J. Lizotte, Bradley Ferguson
Dynamic treatment regimes operationalize the clinical decision process as a sequence of functions, one for each clinical decision, where each function takes as input up-to-date pat…
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…