vc theory (vapnik-chervonenkis theory)
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Related concepts
Concepts that appear alongside vc theory (vapnik-chervonenkis theory) across episodes.
- least squares method
- admissible set of functions
- axioms
- neural networks
- uniform law of large numbers
- instrumentalism
- complexity theory
- law of large numbers
- predicates
- realism (philosophy)
- representer theorem
- turing test
- unreasonable effectiveness of mathematics
- invariants
- p vs. np
- big convergence mechanism
- vc dimension
- statistical learning
- support vector machines (svm)
- strong convergence mechanism