Generalization Error of Minimum Weighted Norm and Kernel Interpolation.
Weilin LiPublished in: SIAM J. Math. Data Sci. (2021)
Keyphrases
- generalization error
- perceptron learning
- linear classifiers
- model selection
- cross validation
- upper bound
- active learning
- learning algorithm
- training data
- classification error
- binary classification
- training set
- sample complexity
- sample size
- training error
- target function
- supervised learning
- objective function
- generalization error bounds
- kernel methods
- lower bound
- subspace information criterion
- kernel function
- kernel matrix
- multiple kernel learning
- conditional expectation
- learning machines
- support vector
- cost function
- data mining
- neural network