-
2
-
-
0032028728
-
The sample complexity of pattern classification with neural networks: The size of the weights is more important than the size of the network
-
Bartlett, P. (1998). The sample complexity of pattern classification with neural networks: The size of the weights is more important than the size of the network. IEEE Transactions on Information Theory, 2, 525-536.
-
(1998)
IEEE Transactions on Information Theory
, vol.2
, pp. 525-536
-
-
Bartlett, P.1
-
3
-
-
0031334221
-
Selection of relevant features and examples in machine learning
-
Blum, A., & Langley, P. (1997). Selection of relevant features and examples in machine learning. Artificial Intelligence, 97, 245-271.
-
(1997)
Artificial Intelligence
, vol.97
, pp. 245-271
-
-
Blum, A.1
Langley, P.2
-
4
-
-
0024739191
-
A general lower bound on the number of examples needed for learning
-
Ehrenfeucht, A., Haussler, D., Kearns, M., & Valiant, L. (1989). A general lower bound on the number of examples needed for learning. Information and Computation, 82, 247-261.
-
(1989)
Information and Computation
, vol.82
, pp. 247-261
-
-
Ehrenfeucht, A.1
Haussler, D.2
Kearns, M.3
Valiant, L.4
-
5
-
-
0002192516
-
Decision-theoretic generalizations of the PAC model for neural networks and other applications
-
Haussler, D. (1992). Decision-theoretic generalizations of the PAC model for neural networks and other applications. Information and Computation, 100, 78-150.
-
(1992)
Information and Computation
, vol.100
, pp. 78-150
-
-
Haussler, D.1
-
8
-
-
0031381525
-
Wrappers for feature subset selection
-
Kohavi, R., & John, G. (1997). Wrappers for feature subset selection. Artificial Intelligence, 97, 273-324.
-
(1997)
Artificial Intelligence
, vol.97
, pp. 273-324
-
-
Kohavi, R.1
John, G.2
-
9
-
-
34250091945
-
Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
-
Littlestone, N. (1988). Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm. Machine Learning, 2, 285-318.
-
(1988)
Machine Learning
, vol.2
, pp. 285-318
-
-
Littlestone, N.1
-
11
-
-
0013161560
-
On feature selection: Learning with exponentially many irrelevant features as training examples
-
Morgan Kaufmann
-
Ng, A. Y. (1998). On feature selection: Learning with exponentially many irrelevant features as training examples. Proceedings of the Fifteenth International Conference on Machine Learning (pp. 404-412). Morgan Kaufmann.
-
(1998)
Proceedings of the Fifteenth International Conference on Machine Learning
, pp. 404-412
-
-
Ng, A.Y.1
-
17
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. J. Royal. Statist. Soc B., 58, 267-288.
-
(1996)
J. Royal. Statist. Soc B.
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
20
-
-
0347067948
-
Covering number bounds of certain regularized linear function classes
-
Zhang, T. (2002). Covering number bounds of certain regularized linear function classes. Journal of Machine Learning Research, 527-550.
-
(2002)
Journal of Machine Learning Research
, pp. 527-550
-
-
Zhang, T.1
-
21
-
-
84899012271
-
Statistical debugging of sampled programs
-
Zheng, A. X., Jordan, M. I., Liblit, B., & Aiken, A. (2004). Statistical debugging of sampled programs. Neural Information Processing Systems 16.
-
(2004)
Neural Information Processing Systems
, vol.16
-
-
Zheng, A.X.1
Jordan, M.I.2
Liblit, B.3
Aiken, A.4
|