Bridging Traditional and Machine Learning-based Algorithms for Solving PDEs: The Random Feature Method.
Jingrun ChenXurong ChiWeinan EZhouwang YangPublished in: CoRR (2022)
Keyphrases
- machine learning
- significant improvement
- machine learning methods
- computational cost
- learning algorithm
- combinatorial optimization
- computationally efficient
- computational complexity
- highly efficient
- support vector machine
- machine learning algorithms
- search methods
- recently developed
- computer vision
- theoretical analysis
- feature set
- detection method
- preprocessing
- classification algorithm
- computational efficiency
- data structure
- bayesian networks
- segmentation method
- feature extraction
- high order
- classification accuracy
- statistical methods
- probabilistic model
- convergence rate
- evolutionary algorithm