-
1
-
-
33750729556
-
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
-
Belkin, M., Niyogi, P., & Sindhwani, V. (2006). Manifold regularization: A geometric framework for learning from labeled and unlabeled examples. Journal of Machine Learning Research, 12, 2399-2434.
-
(2006)
Journal of Machine Learning Research
, vol.12
, pp. 2399-2434
-
-
Belkin, M.1
Niyogi, P.2
Sindhwani, V.3
-
2
-
-
80053342456
-
Domain adaptation with structural correspondence learning
-
Blitzer, J., McDonald, R., & Pereira, F. (2006). Domain adaptation with structural correspondence learning. Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, 120-128.
-
(2006)
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
, pp. 120-128
-
-
Blitzer, J.1
McDonald, R.2
Pereira, F.3
-
3
-
-
33747886323
-
Integrating structured biological data by kernel maximum mean discrepancy
-
Borgwardt, K. M., Gretton, A., Rasch, M. J., Kriegel, H.-P., Schölkopf, B., & Smola, A. J. (2006). Integrating structured biological data by kernel maximum mean discrepancy. Proceedings of the 14th International Conference on Intelligent Systems for Molecular Biology, 49-57.
-
(2006)
Proceedings of the 14th International Conference on Intelligent Systems for Molecular Biology
, pp. 49-57
-
-
Borgwardt, K.M.1
Gretton, A.2
Rasch, M.J.3
Kriegel, H.-P.4
Schölkopf, B.5
Smola, A.J.6
-
4
-
-
50949127968
-
Learning from multiple sources
-
Crammer, K., Kearns, M., & Wortman, J. (2008). Learning from multiple sources. Journal of Machine Learning Research, 9, 1757-1774.
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 1757-1774
-
-
Crammer, K.1
Kearns, M.2
Wortman, J.3
-
6
-
-
21844456299
-
Learnng multiple tasks with kernel methods
-
Evgeniou, T., Micchelli, C., & Pontil, M. (2005). Learnng multiple tasks with kernel methods. Journal of Machine Learning Research, 6, 615-637.
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 615-637
-
-
Evgeniou, T.1
Micchelli, C.2
Pontil, M.3
-
7
-
-
84864031047
-
Correcting sample selection bias by unlabeled data
-
Huang, J., Smola, A., Gretton, A., Borgwardt, K. M., & Schölkopf, B. (2007). Correcting sample selection bias by unlabeled data. Advances in Neural Information Processing Systems 19, 601-608.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 601-608
-
-
Huang, J.1
Smola, A.2
Gretton, A.3
Borgwardt, K.M.4
Schölkopf, B.5
-
9
-
-
85162043915
-
Multi-task learning via conic programming
-
Kato, T., Kashima, H., Sugiyama, M., & Asai, K. (2008). Multi-task learning via conic programming. Advances in Neural Information Processing Systems 20, 737-744.
-
(2008)
Advances in Neural Information Processing Systems
, vol.20
, pp. 737-744
-
-
Kato, T.1
Kashima, H.2
Sugiyama, M.3
Asai, K.4
-
10
-
-
70049089673
-
Transfer learning from multiple source domains via consensus regularization
-
Luo, P., Zhuang, F., Xiong, H., Xiong, Y., & He, Q. (2008). Transfer learning from multiple source domains via consensus regularization. Proceeding of the ACM 17th Conference on Information and Knowledge Management, 103-112.
-
(2008)
Proceeding of the ACM 17th Conference on Information and Knowledge Management
, pp. 103-112
-
-
Luo, P.1
Zhuang, F.2
Xiong, H.3
Xiong, Y.4
He, Q.5
-
11
-
-
70049090062
-
Domain adaptation with multiple sources
-
Mansour, Y., Mohri, M., & Rostamizadeh, A. (2009). Domain adaptation with multiple sources. Advances in Neural Information Processing Systems 21, 1041-1048.
-
(2009)
Advances in Neural Information Processing Systems
, vol.21
, pp. 1041-1048
-
-
Mansour, Y.1
Mohri, M.2
Rostamizadeh, A.3
-
12
-
-
33746608527
-
A ight scale concept ontology for multimedia understanding for TRECVID 2005
-
IBM Research Technical Report
-
Naphade, M. R., Kennedy, L., Kender, J. R., Chang, S.- F., Smith, J. R., Over, P., & Hauptmann, A. (2005). A ight scale concept ontology for multimedia understanding for TRECVID 2005 (Technical Report). IBM Research Technical Report.
-
(2005)
Technical Report
-
-
Naphade, M.R.1
Kennedy, L.2
Kender, J.R.3
Chang, S.F.4
Smith, J.R.5
Over, P.6
Hauptmann, A.7
-
14
-
-
70049090801
-
An empirical analysis of domain adaptation algorithm for genomic sequence analysis
-
Schweikert, G., Widmer, C., Schölkopf, B., & Rätsch, G. (2009). An empirical analysis of domain adaptation algorithm for genomic sequence analysis. Advances in Neural Information Processing Systems 21, 1433-1440.
-
(2009)
Advances in Neural Information Processing Systems
, vol.21
, pp. 1433-1440
-
-
Schweikert, G.1
Widmer, C.2
Schölkopf, B.3
Rätsch, G.4
-
15
-
-
31844440904
-
Beyond the point cloud: From transductive to semi-supervised learning
-
Sindhwani, V., Niyogi, P., & Belkin, M. (2005). Beyond the point cloud: from transductive to semi-supervised learning. Proceedings of the Twenty-second International Conference on Machine Learning, 824-831.
-
(2005)
Proceedings of the Twenty-second International Conference on Machine Learning
, pp. 824-831
-
-
Sindhwani, V.1
Niyogi, P.2
Belkin, M.3
-
16
-
-
34547401486
-
Evaluation campaigns and trecvid
-
Smeaton, A. F., Over, P., & Kraaij, W. (2006). Evaluation campaigns and trecvid. ACM International Workshop on Multimedia Information Retrieval, 321-330.
-
(2006)
ACM International Workshop on Multimedia Information Retrieval
, pp. 321-330
-
-
Smeaton, A.F.1
Over, P.2
Kraaij, W.3
-
18
-
-
0242288903
-
Benchmarking least squares support vector machine classifiers
-
Van Gestel, T., Suykens, J., Baesens, B., Viaene, S., Vanthienen, J., Dedene, G., de Moor, B., & Vandewalle, J. (2004). Benchmarking least squares support vector machine classifiers. Machine Learning, 54, 5-32.
-
(2004)
Machine Learning
, vol.54
, pp. 5-32
-
-
Van Gestel, T.1
Suykens, J.2
Baesens, B.3
Viaene, S.4
Vanthienen, J.5
Dedene, G.6
de Moor, B.7
Vandewalle, J.8
-
20
-
-
37849026107
-
Crossdomain video concept detection using adaptive SVMs
-
Yang, J., Yan, R., & Hauptmann, A. G. (2007). Crossdomain video concept detection using adaptive SVMs. Proceedings of the 15th International Conference on Multimedia, 188-197.
-
(2007)
Proceedings of the 15th International Conference on Multimedia
, pp. 188-197
-
-
Yang, J.1
Yan, R.2
Hauptmann, A.G.3
|