Witnessing Adversarial Training in Reproducing Kernel Hilbert Spaces.
Arash MehrjouWittawat JitkrittumBernhard SchölkopfKrikamol MuandetPublished in: CoRR (2019)
Keyphrases
- reproducing kernel hilbert space
- kernel methods
- gaussian kernels
- supervised learning
- loss function
- reproducing kernel
- training set
- uniform convergence
- kernel function
- special case
- learning problems
- covering numbers
- input space
- gaussian process
- training algorithm
- training dataset
- kernel matrix
- training examples
- active learning
- learning algorithm