-
1
-
-
1942517347
-
Learning distance functions using equivalence relations
-
A. Bar-Hillel, T. Hertz, N. Shental, and D. Weinshall. Learning Distance Functions using Equivalence Relations. In Proc. of 20th International Conference on Machine Learning (ICML), pages 11-18, 2003.
-
(2003)
Proc. of 20th International Conference on Machine Learning (ICML)
, pp. 11-18
-
-
Bar-Hillel, A.1
Hertz, T.2
Shental, N.3
Weinshall, D.4
-
2
-
-
33646371466
-
Online passive-aggressive algorithms
-
K. Crammer, O. Dekel, J. Keshet, S. Shalev-Shwartz, and Y. Singer. Online passive-aggressive algorithms. JMLR, 7:551-585, 2006.
-
(2006)
JMLR
, vol.7
, pp. 551-585
-
-
Crammer, K.1
Dekel, O.2
Keshet, J.3
Shalev-Shwartz, S.4
Singer, Y.5
-
3
-
-
34547996209
-
Information-theoretic metric learning
-
J.V. Davis, B. Kulis, P. Jain, S. Sra, and I.S. Dhillon. Information-theoretic metric learning. In ICML 24, pages 209-216, 2007.
-
(2007)
ICML 24
, pp. 209-216
-
-
Davis, J.V.1
Kulis, B.2
Jain, P.3
Sra, S.4
Dhillon, I.S.5
-
4
-
-
50649117726
-
Learning globally-consistent local distance functions for shape-based image retrieval and classification
-
A. Frome, Y. Singer, F. Sha, and J. Malik. Learning globally-consistent local distance functions for shape-based image retrieval and classification. In International Conference on Computer Vision, pages 1-8, 2007.
-
(2007)
International Conference on Computer Vision
, pp. 1-8
-
-
Frome, A.1
Singer, Y.2
Sha, F.3
Malik, J.4
-
5
-
-
84864030708
-
Metric learning by collapsing classes
-
A. Globerson and S. Roweis. Metric Learning by Collapsing Classes. NIPS, 18:451, 2006.
-
(2006)
NIPS
, vol.18
, pp. 451
-
-
Globerson, A.1
Roweis, S.2
-
9
-
-
84858775391
-
Online metric learning and fast similarity search
-
P. Jain, B. Kulis, I. Dhillon, and K. Grauman. Online metric learning and fast similarity search. In NIPS, volume 22, 2008.
-
(2008)
NIPS
, vol.22
-
-
Jain, P.1
Kulis, B.2
Dhillon, I.3
Grauman, K.4
-
11
-
-
8844278523
-
Learning the kernel matrix with semidefinite programming
-
G.R.G. Lanckriet, N. Cristianini, P. Bartlett, L. El Ghaoui, and M.I. Jordan. Learning the kernel matrix with semidefinite programming. JMLR, 5:27-72, 2004.
-
(2004)
JMLR
, vol.5
, pp. 27-72
-
-
Lanckriet, G.R.G.1
Cristianini, N.2
Bartlett, P.3
El Ghaoui, L.4
Jordan, M.I.5
-
15
-
-
58149411184
-
Features of similarity
-
A. Tversky. Features of similarity. Psychological Review, 84(4):327-352, 1977.
-
(1977)
Psychological Review
, vol.84
, Issue.4
, pp. 327-352
-
-
Tversky, A.1
-
16
-
-
33749257955
-
Distance metric learning for large margin nearest neighbor classification
-
K. Weinberger, J. Blitzer, and L. Saul. Distance metric learning for large margin nearest neighbor classification. NIPS, 18:1473, 2006.
-
(2006)
NIPS
, vol.18
, pp. 1473
-
-
Weinberger, K.1
Blitzer, J.2
Saul, L.3
-
17
-
-
56449127513
-
Fast solvers and efficient implementations for distance metric learning
-
K.Q. Weinberger and L.K. Saul. Fast solvers and efficient implementations for distance metric learning. In ICML25, pages 1160-1167, 2008.
-
(2008)
ICML25
, pp. 1160-1167
-
-
Weinberger, K.Q.1
Saul, L.K.2
-
18
-
-
84879571292
-
Distance metric learning with application to clustering with side-information
-
S. Becker, S. Thrun, and K. Obermayer, editors Cambridge, MA MIT Press
-
E.P. Xing, A.Y. Ng, M.I. Jordan, and S. Russell. Distance metric learning with application to clustering with side-information. In S. Becker, S. Thrun, and K. Obermayer, editors, NIPS 15, pages 521-528, Cambridge, MA, 2003. MIT Press.
-
(2003)
NIPS
, vol.15
, pp. 521-528
-
-
Xing, E.P.1
Ng, A.Y.2
Jordan, M.I.3
Russell, S.4
|