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