-
1
-
-
27844439373
-
A framework for learning predictive structures from multiple tasks and unlabeled data
-
R. K. Ando and T. Zhang. A framework for learning predictive structures from multiple tasks and unlabeled data. Journal of Machine Learning Research, 6:1817-1853, 2005.
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 1817-1853
-
-
Ando, R.K.1
Zhang, T.2
-
2
-
-
55149088329
-
Convex multi-task feature learning
-
A. Argyriou, T. Evgeniou, and M. Pontil. Convex multi-task feature learning. Machine Learning, 73(3):243-272, 2008.
-
(2008)
Machine Learning
, vol.73
, Issue.3
, pp. 243-272
-
-
Argyriou, A.1
Evgeniou, T.2
Pontil, M.3
-
3
-
-
84860524227
-
Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification
-
J. Blitzer, M. Dredze, and F. Pereira. Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification. In ACL, 2007.
-
(2007)
ACL
-
-
Blitzer, J.1
Dredze, M.2
Pereira, F.3
-
4
-
-
80053342456
-
Domain adaptation with structural correspondence learning
-
J. Blitzer, R. T. McDonald, and F. Pereira. Domain adaptation with structural correspondence learning. In EMNLP, pages 120-128, 2006.
-
(2006)
EMNLP
, pp. 120-128
-
-
Blitzer, J.1
McDonald, R.T.2
Pereira, F.3
-
5
-
-
0031620208
-
Combining labeled and unlabeled sata with co-training
-
A. Blum and T. M. Mitchell. Combining labeled and unlabeled sata with co-training. In COLT, 1998.
-
(1998)
COLT
-
-
Blum, A.1
Mitchell, T.M.2
-
7
-
-
70049106295
-
A convex formulation for learning shared structures from multiple tasks
-
J. Chen, L. Tang, J. Liu, and J. Ye. A convex formulation for learning shared structures from multiple tasks. In ICML, page 18, 2009.
-
(2009)
ICML
, pp. 18
-
-
Chen, J.1
Tang, L.2
Liu, J.3
Ye, J.4
-
8
-
-
84863349934
-
Translated learning: Transfer learning across different feature spaces
-
W. Dai, Y. Chen, G.-R. Xue, Q. Yang, and Y. Yu. Translated learning: Transfer learning across different feature spaces. In NIPS, pages 353-360, 2008.
-
(2008)
NIPS
, pp. 353-360
-
-
Dai, W.1
Chen, Y.2
Xue, G.-R.3
Yang, Q.4
Yu, Y.5
-
9
-
-
70049104383
-
Eigentransfer: A unified framework for transfer learning
-
W. Dai, O. Jin, G.-R. Xue, Q. Yang, and Y. Yu. Eigentransfer: a unified framework for transfer learning. In ICML, page 25, 2009.
-
(2009)
ICML
, pp. 25
-
-
Dai, W.1
Jin, O.2
Xue, G.-R.3
Yang, Q.4
Yu, Y.5
-
10
-
-
84867113087
-
Learning with augmented features for heterogeneous domain adaptation
-
L. Duan, D. Xu, and I. W. Tsang. Learning with augmented features for heterogeneous domain adaptation. In ICML, 2012.
-
(2012)
ICML
-
-
Duan, L.1
Xu, D.2
Tsang, I.W.3
-
11
-
-
0032216898
-
The geometry of algorithms with orthogonality constraints
-
A. Edelman, T. s, A. Arias, Steven, and T. Smith. The geometry of algorithms with orthogonality constraints. SIAM J. Matrix Anal. Appl, 20:303-353, 1998.
-
(1998)
SIAM J. Matrix Anal. Appl
, vol.20
, pp. 303-353
-
-
Edelman, A.1
Arias, T.S.A.2
Steven3
Smith, T.4
-
13
-
-
12244250351
-
Regularized multi-task learning
-
T. Evgeniou and M. Pontil. Regularized multi-task learning. In KDD, pages 109-117, 2004.
-
(2004)
KDD
, pp. 109-117
-
-
Evgeniou, T.1
Pontil, M.2
-
14
-
-
84877724400
-
Multi-stage multi-task feature learning
-
P. Gong, J. Ye, and C. Zhang. Multi-stage multi-task feature learning. In NIPS, pages 1997-2005, 2012.
-
(2012)
NIPS
, pp. 1997-2005
-
-
Gong, P.1
Ye, J.2
Zhang, C.3
-
15
-
-
80053439042
-
Learning from multiple outlooks
-
M. Harel and S. Mannor. Learning from multiple outlooks. In ICML, pages 401-408, 2011.
-
(2011)
ICML
, pp. 401-408
-
-
Harel, M.1
Mannor, S.2
-
16
-
-
80053436238
-
A graphbased framework for multi-task multi-view learning
-
J. He and R. Lawrence. A graphbased framework for multi-task multi-view learning. In ICML, pages 25-32, 2011.
-
(2011)
ICML
, pp. 25-32
-
-
He, J.1
Lawrence, R.2
-
17
-
-
84959866421
-
Bayesian multitask learning with latent hierarchies
-
0907.0783, III H.D.
-
H. D. III. Bayesian multitask learning with latent hierarchies. CoRR, abs/0907.0783, 2009.
-
(2009)
CoRR
-
-
-
18
-
-
84862280210
-
Frustratingly easy domain adaptation
-
0907.1815, III H.D.
-
H. D. III. Frustratingly easy domain adaptation. CoRR, abs/0907.1815, 2009.
-
(2009)
CoRR
-
-
-
19
-
-
84877772304
-
Multi-task vector field learning
-
B. Lin, S. Yang, C. Zhang, J. Ye, and X. He. Multi-task vector field learning. In NIPS, pages 296-304, 2012.
-
(2012)
NIPS
, pp. 296-304
-
-
Lin, B.1
Yang, S.2
Zhang, C.3
Ye, J.4
He, X.5
-
20
-
-
85042563162
-
Semi-supervised multitask learning
-
Q. Liu, X. Liao, and L. Carin. Semi-supervised multitask learning. In NIPS, 2007.
-
(2007)
NIPS
-
-
Liu, Q.1
Liao, X.2
Carin, L.3
-
22
-
-
77954584149
-
Crossdomain sentiment classification via spectral feature alignment
-
S. J. Pan, X. Ni, J.-T. Sun, Q. Yang, and Z. Chen. Crossdomain sentiment classification via spectral feature alignment. In WWW, pages 751-760, 2010.
-
(2010)
WWW
, pp. 751-760
-
-
Pan, S.J.1
Ni, X.2
Sun, J.-T.3
Yang, Q.4
Chen, Z.5
-
23
-
-
84859947224
-
Cross-language text classification using structural correspondence learning
-
P. Prettenhofer and B. Stein. Cross-language text classification using structural correspondence learning. In ACL, pages 1118-1127, 2010.
-
(2010)
ACL
, pp. 1118-1127
-
-
Prettenhofer, P.1
Stein, B.2
-
25
-
-
84859895920
-
Co-training for cross-lingual sentiment classification
-
X. Wan. Co-training for cross-lingual sentiment classification. In ACL/AFNLP, pages 235-243, 2009.
-
(2009)
ACL/AFNLP
, pp. 235-243
-
-
Wan, X.1
-
26
-
-
77956221086
-
Heterogeneous transfer learning for image clustering via the socialweb
-
Suntec, Singapore, August
-
Q. Yang, Y. Chen, G.-R. Xue, W. Dai, and Y. Yu. Heterogeneous transfer learning for image clustering via the socialweb. In ACL/AFNLP, pages 1-9, Suntec, Singapore, August 2009.
-
(2009)
ACL/AFNLP
, pp. 1-9
-
-
Yang, Q.1
Chen, Y.2
Xue, G.-R.3
Dai, W.4
Yu, Y.5
-
27
-
-
85161985386
-
Learning multiple tasks with a sparse matrix-normal penalty
-
Y. Zhang and J. Schneider. Learning multiple tasks with a sparse matrix-normal penalty. In NIPS, 2010.
-
(2010)
NIPS
-
-
Zhang, Y.1
Schneider, J.2
-
28
-
-
36348985475
-
A text-to-picture synthesis system for augmenting communication
-
X. Zhu, A. B. Goldberg, M. Eldawy, C. R. Dyer, and B. Strock. A text-to-picture synthesis system for augmenting communication. In AAAI, pages 1590-, 2007.
-
(2007)
AAAI
, pp. 1590
-
-
Zhu, X.1
Goldberg, A.B.2
Eldawy, M.3
Dyer, C.R.4
Strock, B.5
-
29
-
-
85093314939
-
Heterogeneous transfer learning for image classification
-
Y. Zhu, Y. Chen, Z. Lu, S. J. Pan, G.-R. Xue, Y. Yu, and Q. Yang. Heterogeneous transfer learning for image classification. In AAAI, 2011.
-
(2011)
AAAI
-
-
Zhu, Y.1
Chen, Y.2
Lu, Z.3
Pan, S.J.4
Xue, G.-R.5
Yu, Y.6
Yang, Q.7
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