-
1
-
-
0001938951
-
Transductive inference for text classification using support vector machines
-
Morgan Kaufmann, San Francisco, CA
-
T. Joachims, "Transductive inference for text classification using support vector machines," in Proc. 16th International Conf. on Machine Learning (ICML). 1999, pp. 200-209, Morgan Kaufmann, San Francisco, CA.
-
(1999)
Proc. 16th International Conf. on Machine Learning (ICML)
, pp. 200-209
-
-
Joachims, T.1
-
3
-
-
1942484430
-
Semi-supervised learning using Gaussian fields and harmonic functions
-
X. Zhu, Z. Ghahramani, and J. Lafferty, "Semi-supervised learning using Gaussian fields and harmonic functions," in The Twentieth International Conference on Machine Learning (ICML), 2003, pp. 912-919.
-
(2003)
The Twentieth International Conference on Machine Learning (ICML)
, pp. 912-919
-
-
Zhu, X.1
Ghahramani, Z.2
Lafferty, J.3
-
4
-
-
84898988691
-
On semi-supervised classification
-
B. Krishnapuram, D. Williams, Y. Xue, A. Hartemink, L. Carin, and M. Figueiredo, "On semi-supervised classification," in Advances in Neural Information Processing Systems (NIPS), 2005.
-
(2005)
Advances in Neural Information Processing Systems (NIPS)
-
-
Krishnapuram, B.1
Williams, D.2
Xue, Y.3
Hartemink, A.4
Carin, L.5
Figueiredo, M.6
-
5
-
-
0031189914
-
Multitask learning
-
R. Caruana, "Multitask learning," Machine Learning, vol. 28, pp. 41-75, 1997.
-
(1997)
Machine Learning
, vol.28
, pp. 41-75
-
-
Caruana, R.1
-
6
-
-
0346238931
-
Task clustering and gating for Bayesian multitask learning
-
B. Bakker and T. Heskes, "Task clustering and gating for Bayesian multitask learning," Journal of Machine Learning Research, pp. 83-99, 2003.
-
(2003)
Journal of Machine Learning Research
, pp. 83-99
-
-
Bakker, B.1
Heskes, T.2
-
7
-
-
33846487387
-
Multi-task learning for classification with Dirichlet process priors
-
Y. Xue, X. Liao, L. Carin, and B. Krishnapuram, "Multi-task learning for classification with Dirichlet process priors," Journal of Machine Learning Research (JMLR), vol. 8, pp. 35-63, 2007.
-
(2007)
Journal of Machine Learning Research (JMLR)
, vol.8
, pp. 35-63
-
-
Xue, Y.1
Liao, X.2
Carin, L.3
Krishnapuram, B.4
-
9
-
-
85042563162
-
Semi-supervised multi-task learning
-
Cambridge, MA, MIT Press
-
Q. Liu, X. Liao, and L. Carin, "Semi-supervised multi-task learning," in Advances in Neural Information Processing Systems 19, Cambridge, MA, 2009, MIT Press.
-
(2009)
Advances in Neural Information Processing Systems 19
-
-
Liu, Q.1
Liao, X.2
Carin, L.3
-
10
-
-
0000695404
-
Information-based objective functions for active data selection
-
D. MacKay, "Information-based objective functions for active data selection," Neural Computation, vol. 4, pp. 589-603, 1992.
-
(1992)
Neural Computation
, vol.4
, pp. 589-603
-
-
MacKay, D.1
-
11
-
-
0029679131
-
Active learning with statistical models
-
D. Cohn, Z. Ghahramani, and M. Jordan, "Active learning with statistical models," Journal of Artificial Intelligence Research, vol. 4, pp. 129-145, 1996.
-
(1996)
Journal of Artificial Intelligence Research
, vol.4
, pp. 129-145
-
-
Cohn, D.1
Ghahramani, Z.2
Jordan, M.3
-
13
-
-
0141814683
-
Active learning for spoken language understanding
-
G. Tur, R. E. Schapire, and D. Hakkani-Tur, "Active learning for spoken language understanding," in Proc. IEEE Intl Conf. Acous., Speech, Sig. Proc., 2003, pp. 276-279.
-
(2003)
Proc. IEEE Intl Conf. Acous., Speech, Sig. Proc
, pp. 276-279
-
-
Tur, G.1
Schapire, R.E.2
Hakkani-Tur, D.3
-
16
-
-
84889281816
-
-
Wiley-Interscience, New York, NY, USA
-
T.M. Cover and J.A. Thomas, Elements of information theory, Wiley-Interscience, New York, NY, USA, 1991.
-
(1991)
Elements of information theory
-
-
Cover, T.M.1
Thomas, J.A.2
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