Regularization perspectives on support vector machines: Difference between revisions

Revision as of 07:02, 6 June 2024

Latest revision as of 06:07, 17 April 2025

Line 25:

| title = Computational Learning Theory, 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16–19, 2001, Proceedings

| volume = 2111

| year = 2001}}</ref>| isbn = 978-3-540-42343-0

}}</ref>

: <math>f(x_i) = \sum_{j=1}^n c_j \mathbf K_{ij}, \text{ and } \|f\|^2_{\mathcal H} = \langle f, f\rangle_\mathcal H = \sum_{i=1}^n \sum_{j=1}^n c_i c_jK(x_i, x_j) = c^T \mathbf K c.</math>