-
1
-
-
84926662675
-
Nearest neighbor pattern classification
-
T. Cover and P. Hart, "Nearest neighbor pattern classification, " IEEE Transactions on Information Theory, vol. 13, no. 1, pp. 21-27, 1967.
-
(1967)
IEEE Transactions on Information Theory
, vol.13
, Issue.1
, pp. 21-27
-
-
Cover, T.1
Hart, P.2
-
3
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
R. A. Fisher, "The use of multiple measurements in taxonomic problems, " Annals of Eugenics, vol. 7, no. 2, pp. 179-188, 1936.
-
(1936)
Annals of Eugenics
, vol.7
, Issue.2
, pp. 179-188
-
-
Fisher, R.A.1
-
4
-
-
84937544784
-
Adjustment learning and relevant component analysis
-
N. Shental, T. Hertz, D. Weinshall, and M. Pavel, "Adjustment learning and relevant component analysis, " in Computer Vision-ECCV, 2002, pp. 776-790.
-
(2002)
Computer Vision-ECCV
, pp. 776-790
-
-
Shental, N.1
Hertz, T.2
Weinshall, D.3
Pavel, M.4
-
5
-
-
34547996209
-
Informationtheoretic metric learning
-
J. V. Davis, B. Kulis, P. Jain, S. Sra, and I. S. Dhillon, "Informationtheoretic metric learning, " in Proceedings of the 24th International Conference on Machine Learning, 2007, pp. 209-216.
-
(2007)
Proceedings of the 24th International Conference on Machine Learning
, pp. 209-216
-
-
Davis, J.V.1
Kulis, B.2
Jain, P.3
Sra, S.4
Dhillon, I.S.5
-
6
-
-
33745887620
-
Neighbourhood components analysis
-
J. Goldberger, S. Roweis, G. Hinton, and R. Salakhutdinov, "Neighbourhood components analysis, " in Advances in Neural Information Processing Systems, 2004.
-
(2004)
Advances in Neural Information Processing Systems
-
-
Goldberger, J.1
Roweis, S.2
Hinton, G.3
Salakhutdinov, R.4
-
8
-
-
61749090884
-
Distance metric learning for large margin nearest neighbor classification
-
K. Q. Weinberger and L. K. Saul, "Distance metric learning for large margin nearest neighbor classification, " The Journal of Machine Learning Research, vol. 10, pp. 207-244, 2009.
-
(2009)
The Journal of Machine Learning Research
, vol.10
, pp. 207-244
-
-
Weinberger, K.Q.1
Saul, L.K.2
-
10
-
-
2342517502
-
Think globally, fit locally: Unsupervised learning of low dimensional manifolds
-
L. K. Saul and S. T. Roweis, "Think globally, fit locally: Unsupervised learning of low dimensional manifolds, " The Journal of Machine Learning Research, vol. 4, pp. 119-155, 2003.
-
(2003)
The Journal of Machine Learning Research
, vol.4
, pp. 119-155
-
-
Saul, L.K.1
Roweis, S.T.2
-
11
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
M. Belkin and P. Niyogi, "Laplacian eigenmaps for dimensionality reduction and data representation, " Neural Computation, vol. 15, no. 6, pp. 1373-1396, 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
13
-
-
0031146959
-
Constructive algorithms for structure learning in feedforward neural networks for regression problems
-
T. Y. Kwok and D. Y. Yeung, "Constructive algorithms for structure learning in feedforward neural networks for regression problems, " IEEE Transactions on Neural Networks, vol. 8, no. 3, pp. 630-645, 1997.
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.3
, pp. 630-645
-
-
Kwok, T.Y.1
Yeung, D.Y.2
-
14
-
-
84869499003
-
Orthogonal least squares algorithm for training cascade neural networks
-
G. Huang, S. Song, and C. Wu, "Orthogonal least squares algorithm for training cascade neural networks, " IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 59, no. 11, pp. 2629-2637, 2012.
-
(2012)
IEEE Transactions on Circuits and Systems I: Regular Papers
, vol.59
, Issue.11
, pp. 2629-2637
-
-
Huang, G.1
Song, S.2
Wu, C.3
-
15
-
-
24644436425
-
Learning a similarity metric discriminatively, with application to face verification
-
S. Chopra, R. Hadsell, and Y. LeCun, "Learning a similarity metric discriminatively, with application to face verification, " in IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005, pp. 539-546.
-
(2005)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition
, pp. 539-546
-
-
Chopra, S.1
Hadsell, R.2
LeCun, Y.3
-
16
-
-
33144478661
-
Metric learning for text documents
-
G. Lebanon, "Metric learning for text documents, " IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 4, pp. 497-508, 2006.
-
(2006)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.28
, Issue.4
, pp. 497-508
-
-
Lebanon, G.1
-
17
-
-
84859478057
-
Metric and kernel learning using a linear transformation
-
P. Jain, B. Kulis, J. V. Davis, and I. S. Dhillon, "Metric and kernel learning using a linear transformation, " The Journal of Machine Learning Research, vol. 13, pp. 519-547, 2012.
-
(2012)
The Journal of Machine Learning Research
, vol.13
, pp. 519-547
-
-
Jain, P.1
Kulis, B.2
Davis, J.V.3
Dhillon, I.S.4
-
19
-
-
84877777250
-
Nonlinear metric learning
-
D. Kedem, S. Tyree, K. Q. Weinberger, F. Sha, and G. Lanckriet, "Nonlinear metric learning, " in Advances in Neural Information Processing Systems, 2012, pp. 2582-2590.
-
(2012)
Advances in Neural Information Processing Systems
, pp. 2582-2590
-
-
Kedem, D.1
Tyree, S.2
Weinberger, K.Q.3
Sha, F.4
Lanckriet, G.5
-
20
-
-
0035470889
-
Greedy function approximation: A gradient boosting machine
-
J. H. Friedman, "Greedy function approximation: A gradient boosting machine, " Annals of Statistics, pp. 1189-1232, 2001.
-
(2001)
Annals of Statistics
, pp. 1189-1232
-
-
Friedman, J.H.1
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