-
3
-
-
0026966646
-
A training algorithm for optimal margin classifiers
-
Bernhard E. Boser, Isabelle Guyon, and Vladimir N. Vapnik, "A training algorithm for optimal margin classifiers," in COLT, 1992, vol. 5, pp. 144-152.
-
(1992)
COLT
, vol.5
, pp. 144-152
-
-
Boser, B.E.1
Guyon, I.2
Vapnik, V.N.3
-
4
-
-
34249753618
-
Support-Vector Networks
-
Corinna Cortes and Vladimir N. Vapnik, "Support-Vector Networks," Machine Learning, vol. 20, no. 3, pp. 273-297, 1995.
-
(1995)
Machine Learning
, vol.20
, Issue.3
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.N.2
-
6
-
-
0004019973
-
Convolution Kernels on Discrete Structures,
-
Tech. Rep. UCSC-CRL-99-10, University of California at Santa Cruz
-
David Haussler, "Convolution Kernels on Discrete Structures," Tech. Rep. UCSC-CRL-99-10, University of California at Santa Cruz, 1999.
-
(1999)
-
-
Haussler, D.1
-
7
-
-
1542714925
-
Mismatch string kernels for discriminative protein classification
-
Christina S. Leslie, Eleazar Eskin, Adiel Cohen, Jason Weston, and William Stafford Noble, "Mismatch string kernels for discriminative protein classification," Bioinformatics, vol. 20, no. 4, 2004.
-
(2004)
Bioinformatics
, vol.20
, Issue.4
-
-
Leslie, C.S.1
Eskin, E.2
Cohen, A.3
Weston, J.4
Stafford Noble, W.5
-
8
-
-
0033670134
-
Engineering support vector machine kernels that recognize translation initiation sites
-
A. Zien, G. Rätsch, S. Mika, B. Schölkopf, T. Lengauer, and K.-R. Müller, "Engineering support vector machine kernels that recognize translation initiation sites.," Bioinformatics, vol. 16, no. 9, pp. 799-807, 2000.
-
(2000)
Bioinformatics
, vol.16
, Issue.9
, pp. 799-807
-
-
Zien, A.1
Rätsch, G.2
Mika, S.3
Schölkopf, B.4
Lengauer, T.5
Müller, K.-R.6
-
10
-
-
84898995383
-
Convolution kernels for natural language
-
MIT Press
-
Michael Collins and Nigel Duffy, "Convolution kernels for natural language," in NIPS 14. 2002, MIT Press.
-
(2002)
NIPS 14
-
-
Collins, M.1
Duffy, N.2
-
11
-
-
84925661323
-
Rational Kernels: Theory and Algorithms
-
Corinna Cortes, Patrick Haffner, and Mehryar Mohri, "Rational Kernels: Theory and Algorithms," Journal of Machine Learning Research, vol. 5, pp. 1035-1062, 2004.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1035-1062
-
-
Cortes, C.1
Haffner, P.2
Mohri, M.3
-
12
-
-
0041965869
-
Text classification using string kernels
-
Huma Lodhi, Craig Saunders, John Shawe-Taylor, Nello Cristianini, and Chris Watkins, "Text classification using string kernels," Journal of Machine Learning Research, vol. 2, pp. 419-44, 2002.
-
(2002)
Journal of Machine Learning Research
, vol.2
, pp. 419-444
-
-
Lodhi, H.1
Saunders, C.2
Shawe-Taylor, J.3
Cristianini, N.4
Watkins, C.5
-
13
-
-
8844278523
-
Learning the kernel matrix with semidefinite programming
-
Gert R. G. Lanckriet, Nello Cristianini, Peter L. Bartlett, Laurent El Ghaoui, and Michael I. Jordan, "Learning the kernel matrix with semidefinite programming," Journal of Machine Learning Research, vol. 5, pp. 27-72, 2004.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 27-72
-
-
Lanckriet, G.R.G.1
Cristianini, N.2
Bartlett, P.L.3
Ghaoui, L.E.4
Jordan, M.I.5
-
14
-
-
51449109752
-
Learning the kernel via convex optimization
-
Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, and Stephen Boyd, "Learning the kernel via convex optimization," in Proceedings of ICASSP '08, 2008.
-
(2008)
Proceedings of ICASSP '08
-
-
Kim, S.-J.1
Zymnis, A.2
Magnani, A.3
Koh, K.4
Boyd, S.5
-
15
-
-
21844468979
-
Learning the kernel with hyperkernels
-
Cheng Soon Ong, Alexander J. Smola, and Robert C. Williamson, "Learning the kernel with hyperkernels," Journal of Machine Learning Research, vol. 6, pp. 1043-1071, 2005.
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 1043-1071
-
-
Cheng, S.1
Smola, A.J.2
Williamson, R.C.3
-
16
-
-
23244434257
-
Learning the kernel function via regularization
-
Charles A. Micchelli and Massimiliano Pontil, "Learning the kernel function via regularization," Journal of Machine Learning Research, vol. 6, pp. 1099-1125, 2005.
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 1099-1125
-
-
Micchelli, C.A.1
Pontil, M.2
-
17
-
-
26944453996
-
Learning convex combinations of continuously parameterized basic kernels
-
Andreas Argyriou, Charles A. Micchelli, and Massimiliano Pontil, "Learning convex combinations of continuously parameterized basic kernels," in COLT, 2005, pp. 338-352.
-
(2005)
COLT
, pp. 338-352
-
-
Argyriou, A.1
Micchelli, C.A.2
Pontil, M.3
-
18
-
-
34250779439
-
A DC-programming algorithm for kernel selection
-
Andreas Argyriou, Raphael Hauser, Charles A. Micchelli, and Massimiliano Pontil, "A DC-programming algorithm for kernel selection," in ICML, 2006, pp. 41-48.
-
(2006)
ICML
, pp. 41-48
-
-
Argyriou, A.1
Hauser, R.2
Micchelli, C.A.3
Pontil, M.4
-
19
-
-
14344263221
-
Multi-task feature and kernel selection for SVMs
-
Tony Jebara, "Multi-task feature and kernel selection for SVMs," in ICML, 2004.
-
(2004)
ICML
-
-
Jebara, T.1
-
21
-
-
34547992388
-
Multiclass multiple kernel learning
-
Alexander Zien and Cheng Soon Ong, "Multiclass multiple kernel learning," in ICML, 2007, pp. 1191-1198.
-
(2007)
ICML
, pp. 1191-1198
-
-
Zien, A.1
Cheng, S.2
-
22
-
-
0002619965
-
Ridge Regression Learning Algorithm in Dual Variables
-
Craig Saunders, Alexander Gammerman, and Volodya Vovk, "Ridge Regression Learning Algorithm in Dual Variables," in ICML, 1998, pp. 515-521.
-
(1998)
ICML
, pp. 515-521
-
-
Saunders, C.1
Gammerman, A.2
Vovk, V.3
-
24
-
-
84883575579
-
Fast String Kernels using Inexact Matching for Protein Sequences
-
Christina S. Leslie and Rui Kuang, "Fast String Kernels using Inexact Matching for Protein Sequences," Journal of Machine Learning Research, vol. 5, pp. 1435-1455, 2004.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1435-1455
-
-
Leslie, C.S.1
Kuang, R.2
-
25
-
-
0027353425
-
The minimum consistent DFA problem cannot be approximated within any polynomial
-
Leonard Pitt and Manfred Warmuth, "The minimum consistent DFA problem cannot be approximated within any polynomial," Journal of the Assocation for Computing Machinery, vol. 40, no. 1, pp. 95-142, 1993.
-
(1993)
Journal of the Assocation for Computing Machinery
, vol.40
, Issue.1
, pp. 95-142
-
-
Pitt, L.1
Warmuth, M.2
-
27
-
-
0002833794
-
Uber ein ökonomisches Gleichungssystem und eine Verallgemeinerung des Brouwerschen Fixpunktsatzes
-
J. von Neumann, "Uber ein ökonomisches Gleichungssystem und eine Verallgemeinerung des Brouwerschen Fixpunktsatzes," in Ergebn. Math. Kolloq. Wein 8, 1937, pp. 73-83.
-
(1937)
Ergebn. Math. Kolloq. Wein
, vol.8
, pp. 73-83
-
-
von Neumann, J.1
-
28
-
-
0041995195
-
On kernel-target alignment
-
Nello Cristianini, John Shawe-Taylor, André Elisseeff, and Jaz S. Kandola, "On kernel-target alignment," in NIPS, 2001, pp. 367-373.
-
(2001)
NIPS
, pp. 367-373
-
-
Cristianini, N.1
Shawe-Taylor, J.2
Elisseeff, A.3
Kandola, J.S.4
-
29
-
-
84860524227
-
Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification
-
John Blitzer, Mark Dredze, and Fernando Pereira, "Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification," in Association for Computational Linguistics, 2007.
-
(2007)
Association for Computational Linguistics
-
-
Blitzer, J.1
Dredze, M.2
Pereira, F.3
|