Higher Order Generalization Error for First Order Discretization of Langevin Diffusion.
Mufan Bill LiMaxime GazeauPublished in: CoRR (2021)
Keyphrases
- generalization error
- higher order
- cross validation
- active learning
- model selection
- binary classification
- upper bound
- learning algorithm
- classification error
- training set
- linear classifiers
- training data
- sample complexity
- supervised learning
- training error
- natural images
- pairwise
- markov random field
- learning machines
- target function
- sample size
- conditional expectation
- perceptron learning
- subspace information criterion
- data mining
- training set size
- data sets
- continuous variables
- first order logic
- reinforcement learning
- similarity measure
- database