-
1
-
-
23244435214
-
Computing regularizaron paths for learning multiple kernels»
-
Bach F., Thibaux R., Jordan M., «Computing regularizaron paths for learning multiple kernels», Advances in Neural Information Processing Systems, vol. 17, 2004.
-
(2004)
Advances in Neural Information Processing Systems
, vol.17
-
-
Bach, F.1
Thibaux, R.2
Jordan, M.3
-
2
-
-
1542365112
-
Dimensionality Reduction via Sparse Support Vector Machines»
-
Bi J., Bennett K., Embrechts M., Breneman C., Song M., «Dimensionality Reduction via Sparse Support Vector Machines», Journal of Machine Learning Research, vol. 3, p. 1229-1243, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 1229-1243
-
-
Bi, J.1
Bennett, K.2
Embrechts, M.3
Breneman, C.4
Song, M.5
-
3
-
-
0003408496
-
UCI Rep. of machine learning databases, http://www.ics.uci.edu/ mlearn/MLRepository.html
-
Technical report, University of California, Irvine, Dept. of Information and Computer Sciences
-
Blake C., Merz C., UCI Rep. of machine learning databases, http://www.ics.uci.edu/ "mlearn/MLRepository.html, Technical report, University of California, Irvine, Dept. of Information and Computer Sciences, 1998.
-
(1998)
-
-
Blake, C.1
Merz, C.2
-
4
-
-
17444398555
-
Leave-one-out Bounds for Support Vector Regression Model Selection»
-
Chang M., Lin C., «Leave-one-out Bounds for Support Vector Regression Model Selection», Neural Computation, 2005.
-
(2005)
Neural Computation
-
-
Chang, M.1
Lin, C.2
-
5
-
-
0003958737
-
-
PhD thesis, Department of Statistics, Stanford University
-
Chen S., Basis Pursuit, PhD thesis, Department of Statistics, Stanford University, 1995.
-
(1995)
Basis Pursuit
-
-
Chen, S.1
-
6
-
-
0032131292
-
Atomic Decomposition by Basis Pursuit»
-
Chen S., Donoho D., Saunders M., «Atomic Decomposition by Basis Pursuit», SIAM Journal on Scientific Computing, vol. 20, no 1, p. 33-61, 1998.
-
(1998)
SIAM Journal on Scientific Computing
, vol.20
, Issue.1
, pp. 33-61
-
-
Chen, S.1
Donoho, D.2
Saunders, M.3
-
7
-
-
0041958932
-
Ideal spatial adaptation by wavelet shrinkage»
-
Donoho D., Johnstone I., «Ideal spatial adaptation by wavelet shrinkage», Biometrika, vol. 81, p. 425-455, 1994.
-
(1994)
Biometrika
, vol.81
, pp. 425-455
-
-
Donoho, D.1
Johnstone, I.2
-
8
-
-
3242708140
-
Least angle regression»
-
Efron B., Hastie T., Johnstone I., Tibshirani R., «Least angle regression», Annals of statistics, vol. 32, no 2, p. 407-499, 2004.
-
(2004)
Annals of statistics
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
9
-
-
0001219859
-
Regularization Theory and Neural Networks Architectures»
-
Girosi F., Jones M., Poggio T., «Regularization Theory and Neural Networks Architectures», Neural Computation, vol. 7, no 2, p. 219-269, 1995.
-
(1995)
Neural Computation
, vol.7
, Issue.2
, pp. 219-269
-
-
Girosi, F.1
Jones, M.2
Poggio, T.3
-
10
-
-
0004123838
-
Least absolute shrinkage is equivalent to quadratic penalization»
-
Grandvalet Y., «Least absolute shrinkage is equivalent to quadratic penalization», ICANN, p. 201-206, 1998.
-
(1998)
ICANN
, pp. 201-206
-
-
Grandvalet, Y.1
-
11
-
-
0015000439
-
Some results on Tchebycheffian spline functions.»
-
Kimeldorf G., Wahba G., «Some results on Tchebycheffian spline functions.», J. Math. Anal. Applic., vol. 33, p. 82-95, 1971.
-
(1971)
J. Math. Anal. Applic
, vol.33
, pp. 82-95
-
-
Kimeldorf, G.1
Wahba, G.2
-
13
-
-
34548131539
-
-
Loosli G., Canu S., Vishwanathan S., Smola A. J., Chattopadhyay M., «Une boîte à outils rapide et simple pour les SVM», in , M. Liquière, M. Sebban (eds), CAp, Presses Universitaires de Grenoble, p. 113-128, 2004.
-
Loosli G., Canu S., Vishwanathan S., Smola A. J., Chattopadhyay M., «Une boîte à outils rapide et simple pour les SVM», in , M. Liquière, M. Sebban (eds), CAp, Presses Universitaires de Grenoble, p. 113-128, 2004.
-
-
-
-
15
-
-
0027842081
-
Matching pursuits with time-frequency dictionaries»
-
Mallat S., Zhang Z., «Matching pursuits with time-frequency dictionaries», IEEE Transactions on Signal Processing, vol. 41, no 12, p. 3397-3415, 1993.
-
(1993)
IEEE Transactions on Signal Processing
, vol.41
, Issue.12
, pp. 3397-3415
-
-
Mallat, S.1
Zhang, Z.2
-
16
-
-
0027814133
-
Orthogonal matching pursuits : Recursive function approximation with applications to wavelet decomposition»
-
Pati Y. C., Rezaiifar R., Krishnaprasad P. S., «Orthogonal matching pursuits : recursive function approximation with applications to wavelet decomposition», Proceedings of the 27th Asilomar Conference in Signals, Systems, and Computers, 1993.
-
(1993)
Proceedings of the 27th Asilomar Conference in Signals, Systems, and Computers
-
-
Pati, Y.C.1
Rezaiifar, R.2
Krishnaprasad, P.S.3
-
17
-
-
25444533296
-
Reproducing Kernel, Regularization and Learning»
-
Rakotomamonjy A., Canu S., «Frame, Reproducing Kernel, Regularization and Learning», JMLR, vol. 6, p. 1485-1515, 2005.
-
(2005)
JMLR
, vol.6
, pp. 1485-1515
-
-
Rakotomamonjy, A.1
Canu, S.2
«Frame3
-
19
-
-
85194972808
-
Regression shrinkage and selection via the lasso»
-
Tibshirani R., «Regression shrinkage and selection via the lasso», J. Royal. Statist., vol. 58, no 1, p. 267-288, 1996.
-
(1996)
J. Royal. Statist
, vol.58
, Issue.1
, pp. 267-288
-
-
Tibshirani, R.1
-
21
-
-
0036643065
-
Kernel Matching Pursuit»
-
Vincent P., Bengio Y., «Kernel Matching Pursuit», Machine Learning Journal, vol. 48, no 1, p. 165-187, 2002.
-
(2002)
Machine Learning Journal
, vol.48
, Issue.1
, pp. 165-187
-
-
Vincent, P.1
Bengio, Y.2
-
22
-
-
0003241883
-
Spline Models for Observational Data
-
SIAM
-
Wahba G., Spline Models for Observational Data, Series in Applied Mathematics, Vol. 59, SIAM, 1990.
-
(1990)
Series in Applied Mathematics
, vol.59
-
-
Wahba, G.1
|