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n |
Discovering
Hidden Variables
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n |
Can we use
Active Learning to guide us?
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n |
Coping with
Missing or Unlabeled Data
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n |
Use unlabeled
pool to improve SVM performance
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n |
Allow
incorporation of partial experimental results
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n |
Different action
costs
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n |
Performing some
experiments more costly than others
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n |
Extra cost to
observe some domain variables
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n |
E.g., should we
perform NMR scan on this patient or not?
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n |
Scaling up to
even larger domains
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n |
Images databases
with millions of images
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