vc theory
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 theory across episodes.
- admissible set of functions
- digit recognition
- engineering intelligence
- convolutional networks
- symmetry (as a predicate)
- predicates
- strong convergence
- invariants
- weak convergence
- hilbert space
- vc dimension
- statistical learning
- support vector machines (svm)
- science of intelligence
- plato's theory of forms
- imitation game
- piece-wise linear functions
- deep learning
- translational invariance