Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions.
He ZhangJohn HarlimXiantao LiPublished in: CoRR (2021)
Keyphrases
- error bounds
- machine learning
- theoretical analysis
- worst case
- statistical methods
- machine learning methods
- learning algorithm
- decision trees
- machine learning algorithms
- text classification
- diffusion processes
- statistical inference
- anisotropic diffusion
- markov chain
- active learning
- model selection
- pattern recognition
- explanation based learning
- vector valued
- data mining
- text mining
- supervised learning
- knowledge representation
- feature selection
- computer vision
- affine invariant
- artificial intelligence
- finite sample
- reinforcement learning
- statistical learning