SCOPUS 정보 검색 플랫폼

Volumn , Issue , 2006, Pages

A greedy algorithm for optimizing the kernel alignment and the performance of kernel machines

(2) Pothin, Jean Baptiste a Richard, Cédric a

a UNIVERSITÉ DE TECHNOLOGIE DE TROYES (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALTERNATING OPTIMIZATIONS; CLASSIFICATION PERFORMANCE; FREE PARAMETERS; GRADIENT DESCENT; GREEDY ALGORITHMS; KERNEL MACHINE; LEARNING TASKS; LINEAR COMBINATIONS; REPRODUCING KERNEL; TRAINING TIME;

ALGORITHMS; OPTIMIZATION; SIGNAL PROCESSING;

ALIGNMENT;

EID: 84862596438 PISSN: 22195491 EISSN: None Source Type: Conference Proceeding
DOI: None Document Type: Conference Paper

Times cited : (10)

References (9)

1
- 33644847339
- A primer on kernel methods
- B. Schölkopf, K. Tsuda, and J. P. Vert, Eds. Cambridge, MA: The MIT Press
- J. P. Vert, K. Tsuda, and B. Schölkopf, .A primer on kernel methods,. in Kernel Methods in Computational Biology, B. Schölkopf, K. Tsuda, and J. P. Vert, Eds. Cambridge, MA: The MIT Press, 2004, pp. 35-70.
- (2004) Kernel Methods in Computational Biology , pp. 35-70
- Vert, J.P.¹ Tsuda, K.² Schölkopf, B.³

2
- 84862609128
- National ICT Australia, Tech. Rep. 005027
- S. Vishwanathan, O. Guttman, K. Borgwardt, and A. Smola, .Kernel extrapolation,. National ICT Australia, Tech. Rep. 005027, 2005.
- (2005) Kernel Extrapolation
- Vishwanathan, S.¹ Guttman, O.² Borgwardt, K.³ Smola, A.⁴

3
- 84898936871
- On kernel-target alignment
- N. Cristianini, J. Shawe-Taylor, A. Elisseeff, and J. Kandola, .On kernel-target alignment,. Advances in Neural Information Processing Systems, vol. 14, pp. 367-373, 2002.
- (2002) Advances in Neural Information Processing Systems , vol.14 , pp. 367-373
- Cristianini, N.¹ Shawe-Taylor, J.² Elisseeff, A.³ Kandola, J.⁴

4
- 1942514135
- Department of Computer Science, University of London, Tech. Rep. 120
- J. Kandola, J. Shawe-Taylor, and N. Cristianini, .On the extensions of kernel alignment,. Department of Computer Science, University of London, Tech. Rep. 120, 2002.
- (2002) On the Extensions of Kernel Alignment
- Kandola, J.¹ Shawe-Taylor, J.² Cristianini, N.³

5
- 1942417983
- Department of Computer Science, University of London, Tech. Rep. 121
- - .Optimizing kernel alignment over combinations of kernels,. Department of Computer Science, University of London, Tech. Rep. 121, 2002.
- (2002) Optimizing Kernel Alignment over Combinations of Kernels
- Kandola, J.¹ Shawe-Taylor, J.² Cristianini, N.³

6
- 1942515510
- Learning the kernel matrix with semi-definite programming
- G. R. G. Lanckriet, N. Cristianini, P. L. Bartlett, L. El Ghaoui, and M. I. Jordan, .Learning the kernel matrix with semi-definite programming,. Proc. of the nineteenth International Conference on Machine Learning, pp. 323-330, 2002.
- (2002) Proc. of the Nineteenth International Conference on Machine Learning , pp. 323-330
- Lanckriet, G.R.G.¹ Cristianini, N.² Bartlett, P.L.³ El Ghaoui, L.⁴ Jordan, M.I.⁵

7
- 0038259114
- Classes of kernels for machine learning: A statistics perspective
- M. G. Genton, .Classes of kernels for machine learning: a statistics perspective,. Journal of Machine Learning Research, vol. 2, pp. 299-312, 2001.
- (2001) Journal of Machine Learning Research , vol.2 , pp. 299-312
- Genton, M.G.¹

8
- 84862625740
- Methods of feasible directions: A study in linear and non-linear programming
- Elsevier
- G. Zoutendijk, .Methods of feasible directions: a study in linear and non-linear programming,. in Proc. of the 21st International Conference on Machines Learning. Elsevier, 1970.
- (1970) Proc. of the 21st International Conference on Machines Learning
- Zoutendijk, G.¹

9
- 0036161011
- Choosing multiple parameters for support vector machines
- O. Chapelle and V. Vapnik, .Choosing multiple parameters for support vector machines,. Machine Learning, vol. 46, no. 1-3, pp. 131-159, 2003.
- (2003) Machine Learning , vol.46 , Issue.1-3 , pp. 131-159
- Chapelle, O.¹ Vapnik, V.²

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.