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Transductive Rademacher Complexity and its Applications
We develop a technique for deriving data-dependent error bounds for transductive learning algorithms based on transductive Rademacher complexity.
On the Theory of Learnining with Privileged Information
In Learning Using Privileged Information (LUPI) paradigm, along with the standard training data in the decision space, a teacher supplies a learner with the privileged information in the correcting space.
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