-
1
-
-
0032786569
-
Improving support vector machine classifiers by modifying kernel functions
-
Amari, S., & Wu, S. (1999). Improving support vector machine classifiers by modifying kernel functions. Neural Networks, 12, 783-789.
-
(1999)
Neural Networks
, vol.12
, pp. 783-789
-
-
Amari, S.1
Wu, S.2
-
2
-
-
0036161011
-
Choosing multiple parameters for support vector machines
-
Chapelle, O., Vapnik, V., Bousquet, O., & Mukherjee, S. (2002). Choosing multiple parameters for support vector machines. Machine Learning, 46, 131-159.
-
(2002)
Machine Learning
, vol.46
, pp. 131-159
-
-
Chapelle, O.1
Vapnik, V.2
Bousquet, O.3
Mukherjee, S.4
-
3
-
-
84898956003
-
Kernel design using boosting
-
Cambridge, MA: MIT Press
-
Crammer, K., Keshet, J., & Singer, Y. (2003). Kernel design using boosting. Advances in Neural Information Processing Systems 15. Cambridge, MA: MIT Press.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
-
-
Crammer, K.1
Keshet, J.2
Singer, Y.3
-
4
-
-
1942515094
-
On kernel target alignment
-
Submitted to
-
Cristianini, N., Kandola, J., Elisseeff, A., & Shawe-Taylor, J. (2002a). On kernel target alignment. Submitted to Journal of Machine Learning Research.
-
(2002)
Journal of Machine Learning Research
-
-
Cristianini, N.1
Kandola, J.2
Elisseeff, A.3
Shawe-Taylor, J.4
-
6
-
-
84898936871
-
On kernel-target alignment
-
Cambridge, MA: MIT Press
-
Cristianini, N., Shawe-Taylor, J., Elisseeff, A., & Kandola, J. (2002b). On kernel-target alignment. Advances in Neural Information Processing Systems 14. Cambridge, MA: MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Cristianini, N.1
Shawe-Taylor, J.2
Elisseeff, A.3
Kandola, J.4
-
8
-
-
1942515510
-
Learning the kernel matrix with semi-definite programming
-
Lanckriet, G., Cristianini, N., Bartlett, P., El Ghaoui, L., & Jordan, M. (2002). Learning the kernel matrix with semi-definite programming. Proceedings of the International Conference on Machine Learning (pp. 323-330).
-
(2002)
Proceedings of the International Conference on Machine Learning
, pp. 323-330
-
-
Lanckriet, G.1
Cristianini, N.2
Bartlett, P.3
El Ghaoui, L.4
Jordan, M.5
-
9
-
-
84899013191
-
Superkernels
-
Cambridge, MA: MIT Press
-
Ong, C., Smola, A., & Williamson, R. (2003). Superkernels. Advances in Neural Information Processing Systems 15. Cambridge, MA: MIT Press.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
-
-
Ong, C.1
Smola, A.2
Williamson, R.3
-
10
-
-
0034704222
-
Nonlinear dimensional-ity reduction by locally linear embedding
-
Roweis, S., & Saul, L. (2000). Nonlinear dimensional-ity reduction by locally linear embedding. Science, 290, 2323-2326.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.1
Saul, L.2
-
12
-
-
17444438778
-
New support vector algorithms
-
Schölkopf, B., Smola, A., Williamson, R., & Bartlett, P. (2000). New support vector algorithms. Neural Computation, 12, 1207-1245.
-
(2000)
Neural Computation
, vol.12
, pp. 1207-1245
-
-
Schölkopf, B.1
Smola, A.2
Williamson, R.3
Bartlett, P.4
-
13
-
-
0036163572
-
Bayesian methods for support vector machines: Evidence and predictive class probabilities
-
Sollich, P. (2002). Bayesian methods for support vector machines: Evidence and predictive class probabilities. Machine Learning, 46, 21-52.
-
(2002)
Machine Learning
, vol.46
, pp. 21-52
-
-
Sollich, P.1
-
15
-
-
0031073477
-
A review and empirical evaluation of feature weighting methods for a class of lazy learning algorithms
-
Wettschereck, D., Aha, D., & Mohri, T. (1997). A review and empirical evaluation of feature weighting methods for a class of lazy learning algorithms. Artificial Intelligence Review, 11, 273-314.
-
(1997)
Artificial Intelligence Review
, vol.11
, pp. 273-314
-
-
Wettschereck, D.1
Aha, D.2
Mohri, T.3
-
16
-
-
84879571292
-
Distance metric learning, with application to clustering with side-information
-
Cambridge, MA: MIT Press
-
Xing, E., Ng, A., Jordan, M., & Russell, S. (2003). Distance metric learning, with application to clustering with side-information. Advances in Neural Information Processing Systems 15. Cambridge, MA: MIT Press.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
-
-
Xing, E.1
Ng, A.2
Jordan, M.3
Russell, S.4
-
17
-
-
1942418943
-
-
(Technical Report HKUST-CS02-28). Department of Computer Science, Hong Kong University of Science and Technology
-
Zhang, Z., Kwok, J., Yeung, D., & Wang, W. (2002). A novel distance-based classifier using convolution kernels and Euclidean embeddings (Technical Report HKUST-CS02-28). Department of Computer Science, Hong Kong University of Science and Technology.
-
(2002)
A Novel Distance-based Classifier Using Convolution Kernels and Euclidean Embeddings
-
-
Zhang, Z.1
Kwok, J.2
Yeung, D.3
Wang, W.4
|