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Stefan Radonjic

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4 Questions

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3

5

votes

4

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823

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How does size of the dataset depend on VC dimension of the hypothesis class?

computational-learning-theory vc-dimension vc-theory sample-complexity hypothesis-class

Dec 7 at 22:06 OmG 1,185

1

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1

answer

94

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What do we mean by saying “VC dimension gives a LOOSE, not TIGHT bound”?

machine-learning computational-learning-theory vc-dimension vc-theory

Apr 19 at 13:15 nbro♦ 25.6k

1

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96

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Understanding relation between VC Symmetrization Lemma and Generalization Bounds

machine-learning math computational-learning-theory vc-dimension vc-theory

Apr 14 at 23:31 OmG 1,185

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Why does the growth function need to be polynomial in order for the learning algorithm to be consistent?

machine-learning vc-dimension vc-theory

Apr 13 at 12:04 nbro♦ 25.6k

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