-
1
-
-
0000759079
-
The AdaTron: An adaptive perceptron algorithm
-
J.K. Anlauf and M. Biehl. The AdaTron: an adaptive perceptron algorithm. Europhys. Lett, 10(7):687-692, 1989.
-
(1989)
Europhys. Lett
, vol.10
, Issue.7
, pp. 687-692
-
-
Anlauf, J.K.1
Biehl, M.2
-
4
-
-
84898968313
-
Linear concepts and hidden variables
-
To Appear; early version appeared in NIPS-10
-
A. Grove and D. Roth. Linear concepts and hidden variables. Machine Learning, 2000. To Appear; early version appeared in NIPS-10.
-
(2000)
Machine Learning
-
-
Grove, A.1
Roth, D.2
-
6
-
-
84898950261
-
Maximum entropy discrimination
-
S.A. Solla, T.K. Leen, and K.-R. Müller, editors MIT Press
-
Tommi Jaakkola, Marina Meila, and Tony Jebara. Maximum entropy discrimination. In S.A. Solla, T.K. Leen, and K.-R. Müller, editors, Advances in Neural Information Processing Systems 12, pages 470-476. MIT Press, 2000.
-
(2000)
Advances in Neural Information Processing Systems
, vol.12
, pp. 470-476
-
-
Jaakkola, T.1
Meila, M.2
Jebara, T.3
-
8
-
-
10844294613
-
Statistical mechanics of the perceptron with maximal stability
-
Springer-Verlag
-
W. Kinzel. Statistical mechanics of the perceptron with maximal stability. In Lecture Notes in Physics, Volume 368, pages 175-188. Springer-Verlag, 1990.
-
(1990)
Lecture Notes in Physics
, vol.368
, pp. 175-188
-
-
Kinzel, W.1
-
9
-
-
0008815681
-
Additive versus exponentiated gradient updates for linear prediction
-
J. Kivinen and M.K. Warmuth. Additive versus exponentiated gradient updates for linear prediction. Journal of Information and Computation, 132:1-64, 1997.
-
(1997)
Journal of Information and Computation
, vol.132
, pp. 1-64
-
-
Kivinen, J.1
Warmuth, M.K.2
-
10
-
-
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
-
11
-
-
0011891024
-
Learning times of neural networks: Exact solution for a perceptron algorithm
-
M. Opper. Learning times of neural networks: Exact solution for a perceptron algorithm. Phys. Rev. A, 38(7):3824-3826, 1988.
-
(1988)
Phys. Rev. A
, vol.38
, Issue.7
, pp. 3824-3826
-
-
Opper, M.1
-
14
-
-
0032166068
-
Structural risk minimization over data-dependent hierarchies
-
J. Shawe-Taylor, P.L. Bartlett, R.C. Williamson, and M. Anthony. Structural risk minimization over data-dependent hierarchies. IEEE Trans. Inf. Theory, 44(5): 1926-1940, 1998.
-
(1998)
IEEE Trans. Inf. Theory
, vol.44
, Issue.5
, pp. 1926-1940
-
-
Shawe-Taylor, J.1
Bartlett, P.L.2
Williamson, R.C.3
Anthony, M.4
-
16
-
-
4244093216
-
Analysis of regularized linear functions for classification problems
-
Abstract in NIPS'99
-
Tong Zhang. Analysis of regularized linear functions for classification problems. Technical Report RC-21572, IBM, 1999. Abstract in NIPS'99, pp. 370-376.
-
(1999)
Technical Report RC-21572, IBM
, pp. 370-376
-
-
Zhang, T.1
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