Stratified Sampling Algorithms for Machine Learning Methods in Solving Two-scale Partial Differential Equations.
Eddel Elí Ojeda AvilésDaniel Olmos-LiceagaJae-Hun JungPublished in: CoRR (2024)
Keyphrases
- machine learning methods
- partial differential equations
- machine learning algorithms
- machine learning
- machine learning approaches
- numerical algorithms
- learning algorithm
- problems in image processing
- stratified sampling
- sampling strategies
- numerical solution
- anisotropic diffusion
- ensemble methods
- image denoising
- level set
- upper bound
- benchmark datasets
- worst case
- denoising
- image analysis