-
2
-
-
0038453192
-
Rademacher and Gaussian complexities: Risk bounds and structural results
-
P. L. Bartlett and S. Mendelson. Rademacher and Gaussian complexities: Risk bounds and structural results. Journal of Machine Learning Research, 3:463-482, 2002.
-
(2002)
Journal of Machine Learning Research
, vol.3
, pp. 463-482
-
-
Bartlett, P.L.1
Mendelson, S.2
-
3
-
-
84864073449
-
Greedy layer-wise training of deep networks
-
MIT Press, Cambridge, MA
-
Y. Bengio, P. Lamblin, D. Popovici, and H. Larochelle. Greedy layer-wise training of deep networks. In Advances in Neural Information Processing Systems 19, pages 153-160. MIT Press, Cambridge, MA, 2007.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 153-160
-
-
Bengio, Y.1
Lamblin, P.2
Popovici, D.3
Larochelle, H.4
-
4
-
-
0036161034
-
Training invariant support vector machines
-
DOI 10.1023/A:1012454411458
-
D. Decoste and B. Schölkopf. Training invariant support vector machines. Machine Learning, pages 161-190, 2002. (Pubitemid 34129967)
-
(2002)
Machine Learning
, vol.46
, Issue.1-3
, pp. 161-190
-
-
Decoste, D.1
Scholkopf, B.2
-
5
-
-
0002714543
-
Making large-scale support vector machine learning practical
-
MIT Press, Cambridge, MA
-
T. Joachims. Making large-scale support vector machine learning practical. In Advances in Kernel Methods: Support Vector Machines. MIT Press, Cambridge, MA, 1998.
-
(1998)
Advances in Kernel Methods: Support Vector Machines
-
-
Joachims, T.1
-
6
-
-
0000359337
-
Back-propagation applied to handwritten zip code recognition
-
Y. LeCun, B. Boser, J.S. Denker, D. Henderson, R.E. Howard, W. Hubbard, and L. Jackel. Back-propagation applied to handwritten zip code recognition. Neural Computation, 1:541-551, 1989.
-
(1989)
Neural Computation
, vol.1
, pp. 541-551
-
-
Lecun, Y.1
Boser, B.2
Denker, J.S.3
Henderson, D.4
Howard, R.E.5
Hubbard, W.6
Jackel, L.7
-
7
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, 1998.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
Lecun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
11
-
-
34250791283
-
Inference with the universum
-
J. Weston, R. Collobert, F. H. Sinz, L. Bottou, and V. Vapnik. Inference with the universum. In Proceedings of the International Conference on Machine Learning, pages 1009-1016, 2006.
-
(2006)
Proceedings of the International Conference on Machine Learning
, pp. 1009-1016
-
-
Weston, J.1
Collobert, R.2
Sinz, F.H.3
Bottou, L.4
Vapnik, V.5
-
12
-
-
0001001098
-
Feature selection for SVMs
-
J. Weston, S. Mukherjee, O. Chapelle, M. Pontil, T. Poggio, and V. Vapnik. Feature selection for SVMs. In Neural Information Processing Systems, pages 668-674, 2000.
-
(2000)
Neural Information Processing Systems
, pp. 668-674
-
-
Weston, J.1
Mukherjee, S.2
Chapelle, O.3
Pontil, M.4
Poggio, T.5
Vapnik, V.6
|