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Stefan Radonjic

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vc-theory

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4 Questions

Votes Activity Newest Views
3
5
votes
4
answers
823
views

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
vote
1
answer
94
views

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
vote
1
answer
96
views

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
 
1
vote
0
answers
52
views

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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