weak convergence
2 episodes mention this concept
lexfridmanFeb 15, 2020Complete Statistical Theory of Learning: From Brute Force to Intelligent Principles with Vladimir Vapnik
ScienceStatistical Learning TheoryGeneralization (machine learning)VC-dimension (Vapnik-Chervonenkis dimension)Empirical Risk Minimization (ERM)- lexfridmanFeb 14, 2020
Vladimir Vapnik on Predicates, Invariants, and the Philosophical Essence of Intelligence in AI
ScienceStatistical learningSupport Vector Machines (SVM)VC theoryPredicates
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Related concepts
Concepts that appear alongside weak convergence across episodes.
- strong convergence
- support vector machines (svm)
- engineering intelligence
- convolutional networks
- ill-posed problem
- uniform law of large numbers
- symmetry (as a predicate)
- predicates
- empirical risk minimization (erm)
- vc-dimension (vapnik-chervonenkis dimension)
- representer theorem
- invariants
- brute force principle
- statistical invariants
- vc theory
- hilbert space
- vc dimension
- statistical learning
- predicates (vs. features)
- intelligent principle