-
2
-
-
25444522689
-
Fast kernel classifiers with online and active learning
-
September
-
A. Bordes, S. Ertekin, J. Weston, and L. Bottou. Fast kernel classifiers with online and active learning. Journal of Machine Learning Research, 6:1579-1619, September 2005.
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 1579-1619
-
-
Bordes, A.1
Ertekin, S.2
Weston, J.3
Bottou, L.4
-
4
-
-
84904136037
-
Large-scale machine learning with stochastic gradient descent
-
Yves Lechevallier and Gilbert Saporta, editors Paris, France, August
-
L. Bottou. Large-scale machine learning with stochastic gradient descent. In Yves Lechevallier and Gilbert Saporta, editors, Proceedings of the 19th International Conference on Computational Statistics, pages 177-187, Paris, France, August 2010.
-
(2010)
Proceedings of the 19th International Conference on Computational Statistics
, pp. 177-187
-
-
Bottou, L.1
-
5
-
-
78650514073
-
Ignorance is bliss: Non-convex online support vector machines
-
February
-
S. Ertekin, L. Bottou, and C. L. Giles. Ignorance is bliss: Non-convex online support vector machines. IEEE Transactions on Pattern Recognition and Machine Intelligence, 33(2):368-381, February 2011.
-
(2011)
IEEE Transactions on Pattern Recognition and Machine Intelligence
, vol.33
, Issue.2
, pp. 368-381
-
-
Ertekin, S.1
Bottou, L.2
Giles, C.L.3
-
6
-
-
1942483137
-
Transductive inference for text classification using support vector machines
-
T. Joachims. Transductive inference for text classification using support vector machines. In ICML, pages 200-209, 1999.
-
(1999)
ICML
, pp. 200-209
-
-
Joachims, T.1
-
7
-
-
79955848223
-
Lp-norm multiple kernel learning
-
Mar
-
M. Kloft, U. Brefeld, S. Sonnenburg, and A. Zien. Lp-norm multiple kernel learning. Journal of Machine Learning Research, 12:953-997, Mar 2011.
-
(2011)
Journal of Machine Learning Research
, vol.12
, pp. 953-997
-
-
Kloft, M.1
Brefeld, U.2
Sonnenburg, S.3
Zien, A.4
-
8
-
-
84867128123
-
A binary classification framework for two-stage multiple kernel learning
-
New York, NY, USA, July
-
A. Kumar, A. Niculescu-Mizil, K. Kavukcuoglu, and H. Daume III. A binary classification framework for two-stage multiple kernel learning. In Proceedings of the 29th International Conference on Machine Learning (ICML-12), pages 1295-1302, New York, NY, USA, July 2012.
-
(2012)
Proceedings of the 29th International Conference on Machine Learning (ICML-12)
, pp. 1295-1302
-
-
Kumar, A.1
Niculescu-Mizil, A.2
Kavukcuoglu, K.3
Daume Iii, H.4
-
9
-
-
78651094666
-
An efficient system for combining complementary kernels in complex visual categorization tasks
-
D. Picard, N. Thome, and M. Cord. An efficient system for combining complementary kernels in complex visual categorization tasks. In Image Processing (ICIP), 2010 17th IEEE International Conference on, pages 3877-3880, 2010.
-
(2010)
Image Processing (ICIP), 2010 17th IEEE International Conference on
, pp. 3877-3880
-
-
Picard, D.1
Thome, N.2
Cord, M.3
-
10
-
-
84947708083
-
Learning geometric combinations of gaussian kernels with alternating quasi-newton algorithm
-
D. Picard, N. Thome, M. Cord, and A. Rakotomamonjy. Learning geometric combinations of gaussian kernels with alternating quasi-newton algorithm. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pages 79-84, 2012.
-
(2012)
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
, pp. 79-84
-
-
Picard, D.1
Thome, N.2
Cord, M.3
Rakotomamonjy, A.4
-
11
-
-
0003120218
-
Fast training of support vector machines using sequential minimal optimization
-
MIT Press
-
J. C. Platt. Fast training of support vector machines using sequential minimal optimization. In Advances in Kernel Methods, pages 185-208. MIT Press, 1999.
-
(1999)
Advances in Kernel Methods
, pp. 185-208
-
-
Platt, J.C.1
-
12
-
-
57249084590
-
SimpleMKL
-
November
-
A. Rakotomamonjy, F. R. Bach, S. Canu, and Y. Grandvalet. SimpleMKL. Journal of Machine Learning Research, 9:2491-2521, November 2008.
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 2491-2521
-
-
Rakotomamonjy, A.1
Bach, F.R.2
Canu, S.3
Grandvalet, Y.4
-
13
-
-
34547964973
-
Pegasos: Primal estimated sub-gradient solver for svm
-
Y. Singer and N. Srebro. Pegasos: Primal estimated sub-gradient solver for svm. In In ICML, pages 807-814, 2007.
-
(2007)
ICML
, pp. 807-814
-
-
Singer, Y.1
Srebro, N.2
|