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Using Value of Information to Learn and Classify under Hard Budgets

Full Text: VOI-NIPS2005-abst.pdf PDF
Other Attachments: budget_poster.ppt [Poster] PPT

[Summary of Budgeted Learning work, with focus on Value of Information.]

Citation

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.

Keywords: budgeted learning, active learning, machine learning, value of information
Category: In Workshop

BibTeX

@misc{Greiner:VOI-NIPS05,
  author = {Russ Greiner},
  title = {Using Value of Information to Learn and Classify under Hard Budgets},
  booktitle = {Value of Information in Inference, Learning and Decision-Making},
  year = 2005,
}

Last Updated: April 23, 2007
Submitted by Nelson Loyola

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