-
2
-
-
0142192295
-
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
-
J. Lafferty, A. McCallum, and F. Pereira. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proc. ICML, 2001.
-
(2001)
Proc. ICML
-
-
Lafferty, J.1
McCallum, A.2
Pereira, F.3
-
7
-
-
0346405517
-
Sequential analysis: Some classical problems and new challenges
-
T. L. Lai. Sequential analysis: some classical problems and new challenges. Statistica Sinica, 11, 2001.
-
(2001)
Statistica Sinica
, vol.11
-
-
Lai, T.L.1
-
9
-
-
85162067877
-
Testing for homogeneity with kernel Fisher discriminant analysis
-
Z. Harchaoui, F. Bach, and E. Moulines. Testing for homogeneity with kernel Fisher discriminant analysis. In Adv. NIPS, 2007.
-
(2007)
Adv. NIPS
-
-
Harchaoui, Z.1
Bach, F.2
Moulines, E.3
-
10
-
-
33847676413
-
Statistical properties of kernel principal component analysis
-
G. Blanchard, O. Bousquet, and L. Zwald. Statistical properties of kernel principal component analysis. Machine Learning, 66, 2007.
-
(2007)
Machine Learning
, vol.66
-
-
Blanchard, G.1
Bousquet, O.2
Zwald, L.3
-
11
-
-
33847186281
-
Statistical convergence of kernel canonical correlation analysis
-
K. Fukumizu, F. Bach, and A. Gretton. Statistical convergence of kernel canonical correlation analysis. JLMR, 8, 2007.
-
(2007)
JLMR
, vol.8
-
-
Fukumizu, K.1
Bach, F.2
Gretton, A.3
-
14
-
-
84898075578
-
Injective hilbert space embeddings of probability measures
-
B. K. Sriperumbudur, A. Gretton, K. Fukumizu, G. R. G. Lanckriet, and B. Schölkopf. Injective hilbert space embeddings of probability measures. In COLT, 2008.
-
(2008)
COLT
-
-
Sriperumbudur, B.K.1
Gretton, A.2
Fukumizu, K.3
Lanckriet, G.R.G.4
Schölkopf, B.5
-
19
-
-
85148036176
-
A kernel method for the two-sample problem
-
A. Gretton, K. Borgwardt, M. Rasch, B. Schoelkopf, and A.J. Smola. A kernel method for the two-sample problem. In Adv. NIPS, 2006.
-
(2006)
Adv. NIPS
-
-
Gretton, A.1
Borgwardt, K.2
Rasch, M.3
Schoelkopf, B.4
Smola, A.J.5
-
21
-
-
51349154782
-
Finite-dimensional projection for classification and statistical learning
-
G. Blanchard and L. Zwald. Finite-dimensional projection for classification and statistical learning. IEEE Transactions on Information Theory, 54(9):4169-4182, 2008.
-
(2008)
IEEE Transactions on Information Theory
, vol.54
, Issue.9
, pp. 4169-4182
-
-
Blanchard, G.1
Zwald, L.2
-
22
-
-
70349226806
-
A regularized kernel-based approach to unsupervised audio segmentation
-
Z. Harchaoui, F. Vallet, A. Lung-Yut-Fong, and O. Cappé. A regularized kernel-based approach to unsupervised audio segmentation. In ICASSP, 2009.
-
(2009)
ICASSP
-
-
Harchaoui, Z.1
Vallet, F.2
Lung-Yut-Fong, A.3
Cappé, O.4
-
23
-
-
25444451110
-
An online Kernel change detection algorithm
-
DOI 10.1109/TSP.2005.851098
-
F. Désobry, M. Davy, and C. Doncarli. An online kernel change detection algorithm. IEEE Trans. on Signal Processing, 53(8):2961-2974, August 2005. (Pubitemid 41372807)
-
(2005)
IEEE Transactions on Signal Processing
, vol.53
, Issue.8
, pp. 2961-2974
-
-
Desobry, F.1
Davy, M.2
Doncarli, C.3
|