-
1
-
-
34250232348
-
EM algorithms for ML factor analysis
-
D. B. Rubin and D. T. Thayer. EM algorithms for ML factor analysis. Psychometrika, 47:69-76, 1982.
-
(1982)
Psychometrika
, vol.47
, pp. 69-76
-
-
Rubin, D.B.1
Thayer, D.T.2
-
4
-
-
84898993653
-
Neighbourhood components analysis
-
L. K. Saul, Y. Weiss, and L. Bottou, editors, Cambridge, MA, MIT Press
-
J. Goldberger, S. Roweis, G. Hinton, and R. Salakhutdinov. Neighbourhood components analysis. In L. K. Saul, Y. Weiss, and L. Bottou, editors, Advances in Neural Information Processing Systems 17, pages 513-520, Cambridge, MA, 2005. MIT Press.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 513-520
-
-
Goldberger, J.1
Roweis, S.2
Hinton, G.3
Salakhutdinov, R.4
-
5
-
-
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, 10:207-244, 2009.
-
(2009)
The Journal of Machine Learning Research
, vol.10
, pp. 207-244
-
-
Weinberger, K.Q.1
Saul, L.K.2
-
6
-
-
34547996209
-
Information-theoretic metric learning
-
Corvalis, Oregon, USA, June
-
J. V. Davis, B. Kulis, P. Jain, S. Sra, and I. S. Dhillon. Information-theoretic metric learning. In ICML, pages 209-216, Corvalis, Oregon, USA, June 2007.
-
(2007)
ICML
, pp. 209-216
-
-
Davis, J.V.1
Kulis, B.2
Jain, P.3
Sra, S.4
Dhillon, I.S.5
-
7
-
-
84898964829
-
Stochastic neighbor embedding
-
S. Thrun S. Becker and K. Ober- mayer, editors, MIT Press, Cambridge, MA
-
G. Hinton and S. Roweis. Stochastic neighbor embedding. In S. Thrun S. Becker and K. Ober- mayer, editors, Advances in Neural Information Processing Systems 15, pages 833-840. MIT Press, Cambridge, MA, 2003.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
, pp. 833-840
-
-
Hinton, G.1
Roweis, S.2
-
8
-
-
34249753618
-
Support-vector networks
-
C. Cortes and V. Vapnik. Support-vector networks. Machine Learning, 20:273-297, 1995.
-
(1995)
Machine Learning
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
11
-
-
84877772745
-
-
http://yann.lecun.com/exdb/mnist/.
-
-
-
-
12
-
-
84877742885
-
-
http://mlg.ucd.ie/datasets/bbc.html.
-
-
-
-
13
-
-
84877732210
-
-
http://www.dataminingresearch.com/index.php/2010/09/classic3-classic4- datasets/.
-
-
-
-
14
-
-
84877724775
-
-
http://archive.ics.uci.edu/ml/datasets.html.
-
-
-
-
15
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
R A Fisher. The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7(2):179-188, 1936.
-
(1936)
Annals of Eugenics
, vol.7
, Issue.2
, pp. 179-188
-
-
Fisher, R.A.1
-
18
-
-
14344262273
-
Online and batch learning of pseudo-metrics
-
Banff, Canada
-
S. Shalev-Shwartz, Y. Singer, and A. Y. Ng. Online and batch learning of pseudo-metrics. In Proceedings of the Twenty First International Conference on Machine Learning (ICML-04), pages 94-101, Banff, Canada, 2004.
-
(2004)
Proceedings of the Twenty First International Conference on Machine Learning (ICML-04)
, pp. 94-101
-
-
Shalev-Shwartz, S.1
Singer, Y.2
Ng, A.Y.3
-
20
-
-
56449101965
-
Confidence-weighted linear classification
-
Andrew McCallum and Sam Roweis, editors, Omnipress
-
M. Dredze, K. Crammer, and F. Pereira. Confidence-weighted linear classification. In Andrew McCallum and Sam Roweis, editors, Proceedings of the 25th Annual International Conference on Machine Learning (ICML 2008), pages 264-271. Omnipress, 2008.
-
(2008)
Proceedings of the 25th Annual International Conference on Machine Learning (ICML 2008)
, pp. 264-271
-
-
Dredze, M.1
Crammer, K.2
Pereira, F.3
-
21
-
-
77951458444
-
An online algorithm for large scale image similarity learning
-
Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors
-
G. Chechik, U. Shalit, V. Sharma, and S. Bengio. An online algorithm for large scale image similarity learning. In Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors, Advances in Neural Information Processing Systems 22, pages 306-314. 2009.
-
(2009)
Advances in Neural Information Processing Systems
, vol.22
, pp. 306-314
-
-
Chechik, G.1
Shalit, U.2
Sharma, V.3
Bengio, S.4
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