On almost uniform convergence theorems for the smallest semicopula-based universal integral.
Do Huy HoangPham Thanh SonTruong Thi NhanHo Quang DucDao Van DuongPublished in: Fuzzy Sets Syst. (2023)
Keyphrases
- uniform convergence
- sufficient conditions
- covering numbers
- learning rate
- risk minimization
- reproducing kernel hilbert space
- real valued
- generalization error
- vc dimension
- upper and lower bounds
- sample complexity
- statistical learning theory
- large deviations
- generalization bounds
- ranking functions
- machine learning
- similarity measure
- pairwise
- support vector
- cross validation
- sample size
- training set