-
1
-
-
33749240383
-
Constructing informative priors using transfer learning
-
New York, NY, USA: ACM
-
R. Raina, A. Y. Ng, and D. Koller, "Constructing informative priors using transfer learning, " in Proceedings of the 23rd International Conference on Machine Learning. New York, NY, USA: ACM, 2006, pp. 713-720.
-
(2006)
Proceedings of the 23rd International Conference on Machine Learning
, pp. 713-720
-
-
Raina, R.1
Ng, A.Y.2
Koller, D.3
-
2
-
-
56049109363
-
Modeling transfer relationships between learning tasks for improved inductive transfer
-
Berlin, Heidelberg: Springer-Verlag
-
E. Eaton, M. desJardins, and T. Lane, "Modeling transfer relationships between learning tasks for improved inductive transfer, " in Proceedings of the 19th European Conference on Machine Learning. Berlin, Heidelberg: Springer-Verlag, 2008, pp. 317-332.
-
(2008)
Proceedings of the 19th European Conference on Machine Learning
, pp. 317-332
-
-
Eaton, E.1
Desjardins, M.2
Lane, T.3
-
3
-
-
35148838877
-
The weighted majority algorithm
-
N. Littlestone and M. Warmuth, "The weighted majority algorithm, " Information and Computation, vol. 108, no. 2, pp. 212-261, 1994.
-
(1994)
Information and Computation
, vol.108
, Issue.2
, pp. 212-261
-
-
Littlestone, N.1
Warmuth, M.2
-
4
-
-
34547972773
-
Boosting for transfer learning
-
New York, NY, USA: ACM
-
W. Dai, Q. Yang, G. Xue, and Y. Yu, "Boosting for transfer learning, " in Proceedings of the 24th International Conference on Machine Learning. New York, NY, USA: ACM, 2007, pp. 193-200.
-
(2007)
Proceedings of the 24th International Conference on Machine Learning
, pp. 193-200
-
-
Dai, W.1
Yang, Q.2
Xue, G.3
Yu, Y.4
-
5
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Y. Freund and R. E. Schapire, "A decision-theoretic generalization of on-line learning and an application to boosting, " Journal of Computer and System Sciences, vol. 55, no. 1, pp. 119-139, 1997.
-
(1997)
Journal of Computer and System Sciences
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
6
-
-
33749262644
-
How boosting the margin can also boost classifier complexity
-
New York, NY, USA: ACM
-
L. Reyzin and R. E. Schapire, "How boosting the margin can also boost classifier complexity, " in Proceedings of the 23rd International Conference on Machine Learning. New York, NY, USA: ACM, 2006, pp. 753-760.
-
(2006)
Proceedings of the 23rd International Conference on Machine Learning
, pp. 753-760
-
-
Reyzin, L.1
Schapire, R.E.2
-
7
-
-
56049115176
-
Actively transfer domain knowledge
-
Berlin, Heidelberg: Springer-Verlag
-
X. Shi, W. Fan, and J. Ren, "Actively transfer domain knowledge, " in Proceedings of the 19th European Conference on Machine Learning. Berlin, Heidelberg: Springer-Verlag, 2008, pp. 342-357.
-
(2008)
Proceedings of the 19th European Conference on Machine Learning
, pp. 342-357
-
-
Shi, X.1
Fan, W.2
Ren, J.3
-
8
-
-
14344266561
-
Improving SVM accuracy by training on auxiliary data sources
-
New York, NY, USA: ACM
-
P. Wu and T. G. Dietterich, "Improving SVM accuracy by training on auxiliary data sources, " in Proceedings of the 21st International Conference on Machine Learning. New York, NY, USA: ACM, 2004, pp. 871-878.
-
(2004)
Proceedings of the 21st International Conference on Machine Learning
, pp. 871-878
-
-
Wu, P.1
Dietterich, T.G.2
-
9
-
-
65449181688
-
Knowledge transfer via multiple model local structure mapping
-
New York, NY, USA: ACM
-
J. Gao, W. Fan, J. Jiang, and J. Han, "Knowledge transfer via multiple model local structure mapping, " in Proceedings of the 14th International Conference on Knowledge Discovery and Data Mining. New York, NY, USA: ACM, 2008, pp. 283-291.
-
(2008)
Proceedings of the 14th International Conference on Knowledge Discovery and Data Mining
, pp. 283-291
-
-
Gao, J.1
Fan, W.2
Jiang, J.3
Han, J.4
-
10
-
-
34547973978
-
To transfer or not to transfer
-
Whistler, BC, Canada
-
M. T. Rosenstein, Z. Marx, L. P. Kaelbling, and T. G. Dietterich, "To transfer or not to transfer, " in NIPS 2005 Workshop on Inductive Transfer, Whistler, BC, Canada, 2005.
-
(2005)
NIPS 2005 Workshop on Inductive Transfer
-
-
Rosenstein, M.T.1
Marx, Z.2
Kaelbling, L.P.3
Dietterich, T.G.4
-
13
-
-
0141607824
-
Latent Dirichlet allocation
-
D. Blei, A. Ng, and M. Jordan, "Latent Dirichlet allocation, " Journal of Machine Learning Research, vol. 3, pp. 993-1022, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 993-1022
-
-
Blei, D.1
Ng, A.2
Jordan, M.3
-
14
-
-
0031633979
-
Improved boosting algorithms using confidence-rated predictions
-
New York, NY, USA: ACM
-
R. E. Schapire and Y. Singer, "Improved boosting algorithms using confidence-rated predictions, " in Proceedings of the 11th Conference on Computational Learning Theory. New York, NY, USA: ACM, 1998, pp. 80-91.
-
(1998)
Proceedings of the 11th Conference on Computational Learning Theory
, pp. 80-91
-
-
Schapire, R.E.1
Singer, Y.2
|