vc dimension
2 episodes mention this concept
lexfridmanFeb 14, 2020Vladimir Vapnik on Predicates, Invariants, and the Philosophical Essence of Intelligence in AI
ScienceStatistical learningSupport Vector Machines (SVM)VC theoryPredicates- lexfridmanNov 16, 2018
Vladimir Vapnik: Statistical Learning, VC Theory, and the Nature of Intelligence
ScienceStatistical LearningSupport Vector Machines (SVM)VC Theory (Vapnik-Chervonenkis Theory)Instrumentalism
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Related concepts
Concepts that appear alongside vc dimension across episodes.
- admissible set of functions
- statistical learning
- support vector machines (svm)
- invariants
- predicates
- deep learning
- neural networks
- convolutional networks
- uniform law of large numbers
- instrumentalism
- complexity theory
- symmetry (as a predicate)
- law of large numbers
- realism (philosophy)
- strong convergence
- representer theorem
- turing test
- unreasonable effectiveness of mathematics
- p vs. np
- weak convergence