-
1
-
-
0026966646
-
A training algorithm for optimal margin classifiers
-
Böser, B., Guyon, I., and Vapnik, V. A training algorithm for optimal margin classifiers. In COLT, pp. 144-152, 1992.
-
(1992)
COLT
, pp. 144-152
-
-
Böser, B.1
Guyon, I.2
Vapnik, V.3
-
2
-
-
34249753618
-
Support vector networks
-
Cortes, C. and Vapnik, V. Support vector networks. Machine Learning, 20:273-297, 1995.
-
(1995)
Machine Learning
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
3
-
-
56449109804
-
Online classification on a budget
-
Crammer, K., Kandola, J., and Singer, Y. Online classification on a budget. In NIPS 16, 2003.
-
(2003)
NIPS
, vol.16
-
-
Crammer, K.1
Kandola, J.2
Singer, Y.3
-
6
-
-
84868111801
-
A new approximate maximal margin classification algorithm
-
Gentile, C. A new approximate maximal margin classification algorithm. JMLR, 2:213-242, 2001.
-
(2001)
JMLR
, vol.2
, pp. 213-242
-
-
Gentile, C.1
-
8
-
-
56449086680
-
A dual coordinate descent method for large-scale linear SVM
-
Hsieh, C.-J., Chang, K.-W., Lin, C.-J., Keerthi, S. S., and Sundararajan, S. A dual coordinate descent method for large-scale linear SVM. In ICML, pp. 408-415, 2008.
-
(2008)
ICML
, pp. 408-415
-
-
Hsieh, C.-J.1
Chang, K.-W.2
Lin, C.-J.3
Keerthi, S.S.4
Sundararajan, S.5
-
9
-
-
33749563073
-
Training linear SVMs in linear time
-
ACM Press
-
Joachims, T. Training linear SVMs in linear time. In KDD'06, pp. 217-226. ACM Press, 2006.
-
(2006)
KDD'06
, pp. 217-226
-
-
Joachims, T.1
-
10
-
-
36149029495
-
Learning algorithms with optimal stability in neural networks
-
Krauth, W. and Mézard, M. Learning algorithms with optimal stability in neural networks. Journal of Physics A, 20:L745-L752, 1987.
-
(1987)
Journal of Physics A
, vol.20
-
-
Krauth, W.1
Mézard, M.2
-
11
-
-
0036161258
-
The relaxed online maximum margin algorithm
-
Li, Y. and Long, P. The relaxed online maximum margin algorithm. Machine Learning, 46:361-387, 2002.
-
(2002)
Machine Learning
, vol.46
, pp. 361-387
-
-
Li, Y.1
Long, P.2
-
12
-
-
0000327937
-
On convergence proofs on perceptrons
-
Novikoff, A. B. J. On convergence proofs on perceptrons. In Proc. Symp. Math. Theory Automata, Vol. 12, pp. 615-622, 1962.
-
(1962)
Proc. Symp. Math. Theory Automata
, vol.12
, pp. 615-622
-
-
Novikoff, A.B.J.1
-
13
-
-
11144273669
-
The perceptron: A probabilistic model for information storage and organization in the brain
-
Rosenblatt, F. The perceptron: A probabilistic model for information storage and organization in the brain. Psychological Review, 65 (6):386-408, 1958.
-
(1958)
Psychological Review
, vol.65
, Issue.6
, pp. 386-408
-
-
Rosenblatt, F.1
-
14
-
-
34547964973
-
Pegasos: Primal estimated sub-gradient solver for SVM
-
Shalev-Schwartz, S., Singer, Y., and Srebro, N. Pegasos: Primal estimated sub-gradient solver for SVM. In ICML, pp. 807-814, 2007.
-
(2007)
ICML
, pp. 807-814
-
-
Shalev-Schwartz, S.1
Singer, Y.2
Srebro, N.3
-
15
-
-
34547971583
-
Approximate maximum margin algorithms with rules controlled by the number of mistakes
-
Tsampouka, P. and Shawe-Taylor, J. Approximate maximum margin algorithms with rules controlled by the number of mistakes. In ICML, pp. 903-910, 2007.
-
(2007)
ICML
, pp. 903-910
-
-
Tsampouka, P.1
Shawe-Taylor, J.2
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