Conclusions I
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Formal framework for
Active Learning
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Support Vector Machines
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Causal Discovery
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BN Parameter Estimation
n
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Efficient algorithms
n
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Theoretical gains
supported by
experimental results
n
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Key idea
:
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obtain measure of
model quality
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choose query that
maximizes the quality