-
1
-
-
84864060454
-
Combining graph laplacians for semi-supervised learning
-
Argyriou, A.; Herbster, M.; and Pontil, M. 2005. Combining graph laplacians for semi-supervised learning. In NIPS.
-
(2005)
NIPS
-
-
Argyriou, A.1
Herbster, M.2
Pontil, M.3
-
3
-
-
0000876414
-
Local learning algorithms
-
Bottou, L., and Vapnik, V. 1992. Local learning algorithms. Neural Computation 4(6):888-900.
-
(1992)
Neural Computation
, vol.4
, Issue.6
, pp. 888-900
-
-
Bottou, L.1
Vapnik, V.2
-
4
-
-
33749246419
-
Efficient co-regularised least squares regression
-
New York, NY, USA: ACM Press
-
Brefeld, U.; Gártner, T.; Scheffer, T.; and Wrobel, S. 2006. Efficient co-regularised least squares regression. In ICML '06: Proceedings of the 23rd international conference on Machine learning, 137-144. New York, NY, USA: ACM Press.
-
(2006)
ICML '06: Proceedings of the 23rd international conference on Machine learning
, pp. 137-144
-
-
Brefeld, U.1
Gártner, T.2
Scheffer, T.3
Wrobel, S.4
-
6
-
-
0345120047
-
Composite kernels for hypertext categorisation
-
Brodley, C, and Danyluk, A, eds, San Francisco: Morgan Kaufmann Publishers
-
Joachims, T.; Cristianini, N.; and Shawe-Taylor, J. 2001. Composite kernels for hypertext categorisation. In Brodley, C., and Danyluk, A., eds., Proceedings of ICML-01, 18th International Conference on Machine Learning, 250-257. San Francisco: Morgan Kaufmann Publishers.
-
(2001)
Proceedings of ICML-01, 18th International Conference on Machine Learning
, pp. 250-257
-
-
Joachims, T.1
Cristianini, N.2
Shawe-Taylor, J.3
-
7
-
-
0000806922
-
Automating the construction of internet portals with machine learning
-
McCallum, A. K.; Nigam, K.; Rennie, J.; and Seymore, K. 2000. Automating the construction of internet portals with machine learning. Information Retrieval 3(2): 127-163.
-
(2000)
Information Retrieval
, vol.3
, Issue.2
, pp. 127-163
-
-
McCallum, A.K.1
Nigam, K.2
Rennie, J.3
Seymore, K.4
-
8
-
-
0041875229
-
On spectral clustering: Analysis and an algorithm
-
Ng, A. Y.; Jordan, M. I.; and Weiss, Y. 2001. On spectral clustering: Analysis and an algorithm. In NIPS, 849-856.
-
(2001)
NIPS
, pp. 849-856
-
-
Ng, A.Y.1
Jordan, M.I.2
Weiss, Y.3
-
10
-
-
70349185610
-
The rademacher complexity of co-regularized kernel classes
-
Rosenberg, D. S., and Bartlett, P. L. 2007. The rademacher complexity of co-regularized kernel classes. In AISTATS.
-
(2007)
AISTATS
-
-
Rosenberg, D.S.1
Bartlett, P.L.2
-
14
-
-
0041965980
-
Cluster ensembles - a knowledge reuse framework for combining multiple partitions
-
Strehl, A., and Ghosh, J. 2002. Cluster ensembles - a knowledge reuse framework for combining multiple partitions. Journal on Machine Learning Research (JMLR) 3:583-617.
-
(2002)
Journal on Machine Learning Research (JMLR)
, vol.3
, pp. 583-617
-
-
Strehl, A.1
Ghosh, J.2
-
15
-
-
27544435126
-
Fast protein classification with multiple networks
-
Tsuda, K.; Shin, H.; and Schölkopf, B. 2005. Fast protein classification with multiple networks. Bioinformatics 21 (2):59-65.
-
(2005)
Bioinformatics
, vol.21
, Issue.2
, pp. 59-65
-
-
Tsuda, K.1
Shin, H.2
Schölkopf, B.3
-
17
-
-
33749236252
-
Label propagation through linear neighborhoods
-
New York, NY, USA: ACM Press
-
Wang, F., and Zhang, C. 2006. Label propagation through linear neighborhoods. In ICML '06: Proceedings of the 23rd international conference on Machine learning, 985-992. New York, NY, USA: ACM Press.
-
(2006)
ICML '06: Proceedings of the 23rd international conference on Machine learning
, pp. 985-992
-
-
Wang, F.1
Zhang, C.2
-
18
-
-
36348998083
-
-
Wang, F.; Zhang, C.; and Li, T 2007. Clustering with local and global regularization. In AAA1, 657-662.
-
Wang, F.; Zhang, C.; and Li, T 2007. Clustering with local and global regularization. In AAA1, 657-662.
-
-
-
-
21
-
-
34547994322
-
Local learning projections
-
Wu, M.; Yu, K.; Yu, S.; and Schölkopf, B. 2007. Local learning projections. In ICML, 1039-1046.
-
(2007)
ICML
, pp. 1039-1046
-
-
Wu, M.1
Yu, K.2
Yu, S.3
Schölkopf, B.4
-
22
-
-
0344551898
-
Multiclass spectral clustering
-
Washington, DC, USA: IEEE Computer Society
-
Yu, S. X., and Shi, J. 2003. Multiclass spectral clustering. In ICCV '03: Proceedings of the Ninth IEEE International Conference on Computer Vision, 313. Washington, DC, USA: IEEE Computer Society.
-
(2003)
ICCV '03: Proceedings of the Ninth IEEE International Conference on Computer Vision
, vol.313
-
-
Yu, S.X.1
Shi, J.2
-
23
-
-
33644783522
-
Self-tuning spectral clustering
-
Zelnik-Manor, L., and Perona, P. 2004. Self-tuning spectral clustering. In NIPS.
-
(2004)
NIPS
-
-
Zelnik-Manor, L.1
Perona, P.2
-
24
-
-
0013246766
-
Spectral relaxation for k-means clustering
-
Zha, H.; He, X.; Ding, C. H. Q.; Gu, M.; and Simon, H. D. 2001. Spectral relaxation for k-means clustering. In NIPS, 1057-1064.
-
(2001)
NIPS
, pp. 1057-1064
-
-
Zha, H.1
He, X.2
Ding, C.H.Q.3
Gu, M.4
Simon, H.D.5
-
25
-
-
33749580724
-
Linear prediction models with graph regularization for web-page categorization
-
New York, NY, USA: ACM Press
-
Zhang, T.; Popescul, A.; and Dom, B. 2006. Linear prediction models with graph regularization for web-page categorization. In KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, 821-826. New York, NY, USA: ACM Press.
-
(2006)
KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
, pp. 821-826
-
-
Zhang, T.1
Popescul, A.2
Dom, B.3
-
26
-
-
34547970997
-
Spectral clustering and transductive learning with multiple views
-
New York, NY, USA: ACM Press
-
Zhou, D., and Burges, C. J. C. 2007. Spectral clustering and transductive learning with multiple views. In ICML '07: Proceedings of the 24th international conference on Machine learning, 1159-1166. New York, NY, USA: ACM Press.
-
(2007)
ICML '07: Proceedings of the 24th international conference on Machine learning
, pp. 1159-1166
-
-
Zhou, D.1
Burges, C.J.C.2
-
27
-
-
57749203553
-
-
Zhou, D.; Bousquet, O.; Lai, T.; Weston, J.; and Schölkopf, B. 2003. Learning with local and global consistency. In In 18th Annual Conf. on Neural Information Processing Systems.
-
Zhou, D.; Bousquet, O.; Lai, T.; Weston, J.; and Schölkopf, B. 2003. Learning with local and global consistency. In In 18th Annual Conf. on Neural Information Processing Systems.
-
-
-
-
28
-
-
36448946815
-
Combining content and link for classification using matrix factorization
-
New York, NY, USA: ACM Press
-
Zhu, S.; Yu, K.; Chi, Y.; and Gong, Y. 2007. Combining content and link for classification using matrix factorization. In SICIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, 487-494. New York, NY, USA: ACM Press.
-
(2007)
SICIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
, pp. 487-494
-
-
Zhu, S.1
Yu, K.2
Chi, Y.3
Gong, Y.4
-
29
-
-
1942484430
-
Semi-supervised learning using gaussian fields and harmonic functions
-
Zhu, X.; Ghahramani, Z.; and Lafferty, J. D. 2003. Semi-supervised learning using gaussian fields and harmonic functions. In ICML, 912-919.
-
(2003)
ICML
, pp. 912-919
-
-
Zhu, X.1
Ghahramani, Z.2
Lafferty, J.D.3
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