-
1
-
-
5844297152
-
Theory of reproducing kernels
-
N. Aronszajn. Theory of reproducing kernels. Trans. Amer. Math. Soc., 68:337-04, 1950.
-
(1950)
Trans. Amer. Math. Soc.
, vol.68
, pp. 337-404
-
-
Aronszajn, N.1
-
3
-
-
0034419669
-
Regularization networks and support vector machines
-
Theodoras Evgeniou, Massimiliano Pontil, and Tomaso Poggio. Regularization networks and support vector machines. Adv. In Comp. Math., 13(1): 1-50, 2000.
-
(2000)
Adv. in Comp. Math.
, vol.13
, Issue.1
, pp. 1-50
-
-
Evgeniou, T.1
Pontil, M.2
Poggio, T.3
-
4
-
-
0001219859
-
Regularization theory and neural networks architectures
-
Federico Girosi, Michael Jones, and Tomaso Poggio. Regularization theory and neural networks architectures. Neural Computation, 7(2):219-269, 1995.
-
(1995)
Neural Computation
, vol.7
, Issue.2
, pp. 219-269
-
-
Girosi, F.1
Jones, M.2
Poggio, T.3
-
5
-
-
0037822222
-
Asymptotic behaviors of support vector machines with Gaussian kernel
-
S. Sathiya Keerthi and Chih-Jen Lin. Asymptotic behaviors of support vector machines with Gaussian kernel. Neural Computation, 15(7): 1667-1689, 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.7
, pp. 1667-1689
-
-
Keerthi, S.S.1
Lin, C.-J.2
-
6
-
-
33646569637
-
Asymptotics of gaussian regularized least squares
-
Y. Weiss, B. Schölkopf, and J. Platt, editors. MIT Press, Cambridge, MA
-
Ross A. Lippert and Ryan M. Rifkin. Asymptotics of gaussian regularized least squares. In Y. Weiss, B. Schölkopf, and J. Platt, editors, Adv. in Neural Info. Proc. Sys. 18. MIT Press, Cambridge, MA, 2006.
-
(2006)
Adv. in Neural Info. Proc. Sys.
, vol.18
-
-
Lippert, R.A.1
Rifkin, R.M.2
-
10
-
-
0242557948
-
On the relation between the GACV and Joachims' ξα method for tuning support vector machines, with extensions to the nonstandard case
-
U. Wisconsin department of Statistics. URL citeseer.ist.psu.edu/ wahba01relation.html
-
Grace Wahba, Yi Lin, Yoonkyung Lee, and Hao Zhang. On the relation between the GACV and Joachims' ξα method for tuning support vector machines, with extensions to the nonstandard case. Technical Report 1039, U. Wisconsin department of Statistics, 2001. URL citeseer.ist.psu.edu/ wahba01relation.html.
-
(2001)
Technical Report
, vol.1039
-
-
Wahba, G.1
Lin, Y.2
Lee, Y.3
Zhang, H.4
-
11
-
-
84898938795
-
Efficient kernel machines using the improved fast gauss transform
-
Lawrence K. Saul, Yair Weiss, and Léon Bottou, editors, Cambridge, MA. MIT Press
-
Changjiang Yang, Ramani Duraiswami, and Larry Davis. Efficient kernel machines using the improved fast gauss transform. In Lawrence K. Saul, Yair Weiss, and Léon Bottou, editors, Advances in Neural Information Processing Systems 17, pages 1561-1568, Cambridge, MA, 2005. MIT Press.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 1561-1568
-
-
Yang, C.1
Duraiswami, R.2
Davis, L.3
-
12
-
-
0036748375
-
The covering number in learning theory
-
D.-X. Zhou. The covering number in learning theory. J. of Complexity, 18:739-767, 2002.
-
(2002)
J. of Complexity
, vol.18
, pp. 739-767
-
-
Zhou, D.-X.1
|