Uniform convergence and a posteriori error estimators for the enhanced strain finite element method.
Dietrich BraessCarsten CarstensenB. Daya ReddyPublished in: Numerische Mathematik (2004)
Keyphrases
- finite element method
- uniform convergence
- generalization error
- numerical simulations
- finite element
- sufficient conditions
- boundary conditions
- numerical solution
- learning rate
- risk minimization
- reproducing kernel hilbert space
- numerical methods
- learning algorithm
- upper bound
- cross validation
- statistical learning theory
- vc dimension
- training data
- finite element model
- sample size
- generalization bounds
- training set
- maximum likelihood
- special case
- sample complexity
- upper and lower bounds
- real valued
- convergence rate
- regression model
- model selection
- supervised learning
- state space
- feature extraction