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Lower Bounds for Passive and Active Learning
Published on Sep 06, 20123050 Views
We develop unified information-theoretic machinery for deriving lower bounds for passive and active learning schemes. Our bounds involve the so-called Alexander's capacity function. The supremum of th
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Chapter list
Lower Bounds for Passive and Active Learning00:00
Two Learning Paradigms (1)00:09
Two Learning Paradigms (2)01:15
Tools from Information Theory03:14