-
2
-
-
0031620208
-
Combining labeled and unlabeled data with co-training
-
ACM Press, New York
-
A. Blum and T. Mitchell, "Combining labeled and unlabeled data with co-training", Proceedings of the 11th Annual Conference on Computational Learning Theory (COLT-98), ACM Press, New York, 1998, pp. 92-100.
-
(1998)
Proceedings of the 11th Annual Conference on Computational Learning Theory (COLT-98)
, pp. 92-100
-
-
Blum, A.1
Mitchell, T.2
-
3
-
-
1942452771
-
Semi-supervised learning of mixture models and bayesian networks
-
Morgan Kaufmann, Washington DC
-
F. G. Cozman, I. Cohen, and M. Cirelo, "Semi-supervised learning of mixture models and bayesian networks", Proceedings of 20th International Conference on Machine Learning, Morgan Kaufmann, Washington DC, 2003, pp. 99-106.
-
(2003)
Proceedings of 20th International Conference on Machine Learning
, pp. 99-106
-
-
Cozman, F.G.1
Cohen, I.2
Cirelo, M.3
-
4
-
-
0031625423
-
Learning to extract symbolic knowledge from the world wide web
-
AAAI Press, Madison
-
M. Craven, D. DiPasquo, D. Freitag, A.K. McCallum, T. Mitchell, K. Nigam, and S. Slattery. "Learning to extract symbolic knowledge from the World Wide Web", Proceedings of AAAI-98, 15th Conference of the American Association for Artificial Intelligence, AAAI Press, Madison, 1998, pp. 509-516.
-
(1998)
Proceedings of AAAI-98, 15th Conference of the American Association for Artificial Intelligence
, pp. 509-516
-
-
Craven, M.1
DiPasquo, D.2
Freitag, D.3
McCallum, A.K.4
Mitchell, T.5
Nigam, K.6
Slattery, S.7
-
6
-
-
0012999549
-
-
Technical Report 108, MIT Center for Biological and Computational Learning, December
-
Ghahramani, Z. and M.I. Jordan, Learning from incomplete data, Technical Report 108, MIT Center for Biological and Computational Learning, December 1994.
-
(1994)
Learning from Incomplete Data
-
-
Ghahramani, Z.1
Jordan, M.I.2
-
7
-
-
0000125534
-
Sample selection bias as a specification error
-
J. Heckman, "Sample selection bias as a specification error", Econometrica, 1979, pp. 153-161.
-
(1979)
Econometrica
, pp. 153-161
-
-
Heckman, J.1
-
8
-
-
0001691634
-
Bias/variance decompositions for likelihood-based estimators
-
T. Heskes, "Bias/variance decompositions for likelihood-based estimators", Neural Computation, 1998, pp. 1425-1433.
-
(1998)
Neural Computation
, pp. 1425-1433
-
-
Heskes, T.1
-
9
-
-
0001940458
-
Adaptive mixtures of local experts
-
R. A. Jacobs, M. I. Jordan, S. J. Nowlan, and G. E. Hinton, "Adaptive mixtures of local experts", Neural Computation, 1991, pp. 79-87.
-
(1991)
Neural Computation
, pp. 79-87
-
-
Jacobs, R.A.1
Jordan, M.I.2
Nowlan, S.J.3
Hinton, G.E.4
-
10
-
-
19544386951
-
-
Technical Report, Customer Behaviour Analytics, CIBC, Toronto, Canada
-
Karakoulas, G and R. Salakhutdinov, Mixture models for classification using both labeled and unlabeled data, Technical Report, Customer Behaviour Analytics, CIBC, Toronto, Canada, 2003.
-
(2003)
Mixture Models for Classification Using Both Labeled and Unlabeled Data
-
-
Karakoulas, G.1
Salakhutdinov, R.2
-
12
-
-
84898980291
-
A mixture of experts classifier with learning based on both labelled and unlabelled data
-
MIT Press
-
D. Miller and S. Uyar. "A mixture of experts classifier with learning based on both labelled and unlabelled data", Advances in Neural Information Processing Systems 9, MIT Press, 1997, pp. 571-578.
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
, pp. 571-578
-
-
Miller, D.1
Uyar, S.2
-
13
-
-
0033886806
-
Text classification from labeled and unlabeled documents using EM
-
K. Nigam, A.K. McCallum, S. Thrun, and T.M. Mitchell, "Text classification from labeled and unlabeled documents using EM", Machine Learning, 2000, pp. 103-134.
-
(2000)
Machine Learning
, pp. 103-134
-
-
Nigam, K.1
McCallum, A.K.2
Thrun, S.3
Mitchell, T.M.4
-
14
-
-
0028499630
-
The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon
-
B. Shahshahani and D. Landgrebe, "The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon", IEEE Transactions on Geoscience and Remote Sensing, 1994, pp. 1087-1095.
-
(1994)
IEEE Transactions on Geoscience and Remote Sensing
, pp. 1087-1095
-
-
Shahshahani, B.1
Landgrebe, D.2
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