Time: | 3:30pm - 4:30 pm |
Room: |
Wean Hall 8220
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Speaker: |
Deirdre Haskell Department of Mathematics and Statistics McMaster University |
Title: |
Using model theory to find upper bounds on VC density
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Abstract: |
The VC dimension of a collection of sets is a concept used in probability and learning theory. It is closely related to the model-theoretic concept of the independence property. In this talk, I will illustrate these concepts in various examples, and show how the model-theoretic approach can give some bounds on VC density. |