Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods.
Shunta AkiyamaTaiji SuzukiPublished in: ICLR (2023)
Keyphrases
- kernel methods
- neural network
- teacher student
- kernel function
- support vector
- feature space
- kernel matrix
- reproducing kernel hilbert space
- machine learning
- multiple kernel learning
- support vector machine
- online learning
- training process
- kernel pca
- e learning
- multiple kernel
- kernel ridge regression
- professional development
- kernel matrices
- data mining