-
2
-
-
0344412405
-
Adaptive and self-confident on-line learning algorithms
-
P. Auer and C. Gentile Adaptive and self-confident on-line learning algorithms. In 13th COLT, 107-117, 2000.
-
(2000)
13th COLT
, pp. 107-117
-
-
Auer, P.1
Gentile, C.2
-
3
-
-
34249753618
-
Support-vector networks
-
C. Cortes, V. Vapnik. Support-vector networks. Machine Learning, 20, 3: 273-297, 1995.
-
(1995)
Machine Learning
, vol.20
, Issue.3
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
4
-
-
0033281425
-
Large margin classification using the perceptron algorithm
-
Y. Freund and R. Schapire. Large margin classification using the perceptron algorithm. Journal of Machine Learning, 37, 3: 277-296, 1999.
-
(1999)
Journal of Machine Learning
, vol.37
, Issue.3
, pp. 277-296
-
-
Freund, Y.1
Schapire, R.2
-
5
-
-
0000897328
-
The kernel adatron algorithm: A fast and simple learning procedure for support vector machines
-
T.-T. Friess, N. Cristianini, and C. Campbell. The kernel adatron algorithm: a fast and simple learning procedure for support vector machines. In 15th ICML, 1998.
-
(1998)
15th ICML
-
-
Friess, T.-T.1
Cristianini, N.2
Campbell, C.3
-
6
-
-
0033280804
-
The robustness of the p-norm algorithms
-
C. Gentile and N. Littlestone. The robustness of the p-norm algorithms. In 12th COLT, 1-11, 1999.
-
(1999)
12th COLT
, pp. 1-11
-
-
Gentile, C.1
Littlestone, N.2
-
7
-
-
84898954071
-
Linear hinge loss and average margin
-
C. Gentile, and M. K. Warmuth. Linear hinge loss and average margin. In 11th NIPS, 225-231, 1999.
-
(1999)
11th NIPS
, pp. 225-231
-
-
Gentile, C.1
Warmuth, M.K.2
-
8
-
-
0030661191
-
General convergence results for linear discriminant updates
-
A. J. Grove, N. Littlestone, and D. Schuurmans. General convergence results for linear discriminant updates. In 10th COLT, 171-183, 1997.
-
(1997)
10th COLT
, pp. 171-183
-
-
Grove, A.J.1
Littlestone, N.2
Schuurmans, D.3
-
9
-
-
0029322423
-
On weak learning
-
D. Helmbold and M. K. Warmuth. On weak learning. JCSS, 50, 3: 551-573, 1995.
-
(1995)
JCSS
, vol.50
, Issue.3
, pp. 551-573
-
-
Helmbold, D.1
Warmuth, M.K.2
-
10
-
-
0003357515
-
Maximal margin perceptron
-
Smola, Bartlett, Scholkopf, and Schuurmans editors MIT Press
-
A. Kowalczyk. Maximal margin perceptron. In Smola, Bartlett, Scholkopf, and Schuurmans editors, Advances in large margin classifiers, MIT Press, 1999.
-
(1999)
Advances in Large Margin Classifiers
-
-
Kowalczyk, A.1
-
11
-
-
0002331173
-
Comparison of learning algorithms for handwritten digit recognition
-
Y. Le Cun, L.J. Jackel, L. Bottou, A. Bmnot, C. Cortes, J.S. Denker, H. Drucker, I. Guyon, U. Muller, S. Sackinger, P. Simard, and V. Vapnik, Comparison of learning algorithms for handwritten digit recognition. In ICANN, 53-60, 1995.
-
(1995)
ICANN
, pp. 53-60
-
-
Le Cun, Y.1
Jackel, L.J.2
Bottou, L.3
Bmnot, A.4
Cortes, C.5
Denker, J.S.6
Drucker, H.7
Guyon, I.8
Muller, U.9
Sackinger, S.10
Simard, P.11
Vapnik, V.12
-
12
-
-
84898964646
-
The relaxed online maximum margin algorithm
-
Y. Li, and P. Long. The relaxed online maximum margin algorithm. In 12th NIPS, 498-504, 2000.
-
(2000)
12th NIPS
, pp. 498-504
-
-
Li, Y.1
Long, P.2
-
14
-
-
34250091945
-
Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
-
N. Littlestone. Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Machine Learning, 2:285-318, 1988.
-
(1988)
Machine Learning
, vol.2
, pp. 285-318
-
-
Littlestone, N.1
-
15
-
-
21944433431
-
Mathematical programming in data mining
-
O. Mangasarian, Mathematical programming in data mining. Data Mining and Knowledge Discovery, 42, 1: 183-201, 1997.
-
(1997)
Data Mining and Knowledge Discovery
, vol.42
, Issue.1
, pp. 183-201
-
-
Mangasarian, O.1
-
17
-
-
0003120218
-
Fast training of support vector machines using sequential minimal optimization
-
Scholkopf, Burges and Smola editors MIT Press
-
J. C. Platt. Fast training of support vector machines using sequential minimal optimization. In Scholkopf, Burges and Smola editors, Advances in kernel methods: support vector machines, MIT Press, 1998.
-
(1998)
Advances in Kernel Methods: Support Vector Machines
-
-
Platt, J.C.1
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