Approximation with CNNs in Sobolev Space: with Applications to Classification.
Guohao ShenYuling JiaoYuanyuan LinJian HuangPublished in: NeurIPS (2022)
Keyphrases
- pattern recognition
- feature extraction
- text classification
- image classification
- decision trees
- automatic classification
- classification process
- classification method
- benchmark datasets
- support vector machine svm
- supervised learning
- machine learning
- classification accuracy
- search space
- approximation algorithms
- class labels
- pattern classification
- support vector machine
- support vector
- feature selection
- higher dimensional
- classification scheme
- infinite dimensional
- cost sensitive
- vector space
- cross validation
- training samples
- unsupervised learning
- semi supervised