Statistical Rates of Convergence for Functional Partially Linear Support Vector Machines for Classification.
Yingying ZhangYan-Yong ZhaoHeng LianPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- rates of convergence
- support vector machines for classification
- regression function
- feature selection
- decision boundary
- empirical risk
- finite dimensional
- data mining
- machine learning
- objective function
- support vector machine
- nearest neighbor
- markov random field
- sufficient conditions
- support vector machine svm
- bayesian inference