-
1
-
-
27844439373
-
A framework for learning predictive structures from multiple tasks and unlabeled data
-
Dec.
-
R. K. Ando and T. Zhang. A framework for learning predictive structures from multiple tasks and unlabeled data. J. Mach. Learn. Res., 6:1817-1853, Dec. 2005.
-
(2005)
J. Mach. Learn. Res.
, vol.6
, pp. 1817-1853
-
-
Ando, R.K.1
Zhang, T.2
-
2
-
-
71149101362
-
Importance weighted active learning
-
Montreal, Quebec, Canada, ACM
-
A. Beygelzimer, S. Dasgupta, and J. Langford. Importance weighted active learning. In Proceedings of ICML, pages 49-56, Montreal, Quebec, Canada, 2009. ACM.
-
(2009)
Proceedings of ICML
, pp. 49-56
-
-
Beygelzimer, A.1
Dasgupta, S.2
Langford, J.3
-
3
-
-
84860524227
-
Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification
-
ACL
-
J. Blitzer, M. Dredze, and F. Pereira. Biographies, bollywood, boom-boxes and blenders: Domain adaptation for sentiment classification. In Proceedings of ACL, Prague, Czech Republic, 2007. ACL.
-
Proceedings of ACL, Prague, Czech Republic, 2007
-
-
Blitzer, J.1
Dredze, M.2
Pereira, F.3
-
4
-
-
80053342456
-
Domain adaptation with structural correspondence learning
-
Sydney, Australia, ACL
-
J. Blitzer, R. McDonald, and F. Pereira. Domain adaptation with structural correspondence learning. In Proceedings of EMNLP, pages 120-128, Sydney, Australia, 2006. ACL.
-
(2006)
Proceedings of EMNLP
, pp. 120-128
-
-
Blitzer, J.1
McDonald, R.2
Pereira, F.3
-
5
-
-
78651337588
-
Active learning in parallel universes
-
New York, NY, USA, ACM
-
N. Cebron and M. R. Berthold. Active learning in parallel universes. In Proceedings of CIKM, pages 1621-1624, New York, NY, USA, 2010. ACM.
-
(2010)
Proceedings of CIKM
, pp. 1621-1624
-
-
Cebron, N.1
Berthold, M.R.2
-
6
-
-
34547972773
-
Boosting for transfer learning
-
Corvalis, Oregon, USA, ACM
-
W. Dai, Q. Yang, G.-R. Xue, and Y. Yu. Boosting for transfer learning. In Proceedings of ICML, pages 193-200, Corvalis, Oregon, USA, 2007. ACM.
-
(2007)
Proceedings of ICML
, pp. 193-200
-
-
Dai, W.1
Yang, Q.2
Xue, G.-R.3
Yu, Y.4
-
7
-
-
70349254685
-
Proactive learning: Cost-sensitive active learning with multiple imperfect oracles
-
Napa Valley, California, USA, ACM
-
P. Donmez and J. G. Carbonell. Proactive learning: cost-sensitive active learning with multiple imperfect oracles. In Proceeding of CIKM, pages 619-628, Napa Valley, California, USA, 2008. ACM.
-
(2008)
Proceeding of CIKM
, pp. 619-628
-
-
Donmez, P.1
Carbonell, J.G.2
-
8
-
-
78650226247
-
Multi-domain learning by confidence-weighted parameter combination
-
May
-
M. Dredze, A. Kulesza, and K. Crammer. Multi-domain learning by confidence-weighted parameter combination. Mach. Learn., 79(1-2):123-149, May 2010.
-
(2010)
Mach. Learn.
, vol.79
, Issue.1-2
, pp. 123-149
-
-
Dredze, M.1
Kulesza, A.2
Crammer, K.3
-
9
-
-
12244250351
-
Regularized multi-task learning
-
Seattle, WA, USA, ACM
-
T. Evgeniou and M. Pontil. Regularized multi-task learning. In Proceedings of KDD, pages 109-117, Seattle, WA, USA, 2004. ACM.
-
(2004)
Proceedings of KDD
, pp. 109-117
-
-
Evgeniou, T.1
Pontil, M.2
-
10
-
-
50949133669
-
LIBLINEAR: A library for large linear classification
-
R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin. LIBLINEAR: A library for large linear classification. J. Mach. Learn. Res., 9:1871-1874, 2008.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1871-1874
-
-
Fan, R.-E.1
Chang, K.-W.2
Hsieh, C.-J.3
Wang, X.-R.4
Lin, C.-J.5
-
11
-
-
77956514132
-
Active learning for multi-task adaptive filtering
-
Omnipress
-
A. Harpale and Y. Yang. Active learning for multi-task adaptive filtering. In Proceedings of ICML, pages 431-438. Omnipress, 2010.
-
(2010)
Proceedings of ICML
, pp. 431-438
-
-
Harpale, A.1
Yang, Y.2
-
12
-
-
84957069814
-
Text categorization with support vector machines: Learning with many relevant features
-
Berlin, Germany, Springer
-
T. Joachims. Text categorization with support vector machines: Learning with many relevant features. In Proceedings of ECML, pages 137-142, Berlin, Germany, 1998. Springer.
-
(1998)
Proceedings of ECML
, pp. 137-142
-
-
Joachims, T.1
-
13
-
-
85013879626
-
A sequential algorithm for training text classifiers
-
Dublin, Ireland, Springer-Verlag New York
-
D. D. Lewis andW. A. Gale. A sequential algorithm for training text classifiers. In Proceedings of SIGIR, pages 3-12, Dublin, Ireland, 1994. Springer-Verlag New York.
-
(1994)
Proceedings of SIGIR
, pp. 3-12
-
-
Lewis, D.D.1
Gale, W.A.2
-
14
-
-
0000531852
-
Generalization as search
-
T. M. Mitchell. Generalization as search. Artif. Int., 18(2):203-226, 1982.
-
(1982)
Artif. Int.
, vol.18
, Issue.2
, pp. 203-226
-
-
Mitchell, T.M.1
-
15
-
-
33750604335
-
Active learning with multiple views
-
Oct.
-
I. Muslea, S. Minton, and C. A. Knoblock. Active learning with multiple views. J. Artif. Int. Res., 27(1):203-233, Oct. 2006.
-
(2006)
J. Artif. Int. Res.
, vol.27
, Issue.1
, pp. 203-233
-
-
Muslea, I.1
Minton, S.2
Knoblock, C.A.3
-
16
-
-
57749201133
-
Transfer learning via dimensionality reduction
-
Chicago, Illinois, USA, AAAI
-
S. J. Pan, J. T. Kwok, and Q. Yang. Transfer learning via dimensionality reduction. In Proceedings of AAAI, pages 677-682, Chicago, Illinois, USA, 2008. AAAI.
-
(2008)
Proceedings of AAAI
, pp. 677-682
-
-
Pan, S.J.1
Kwok, J.T.2
Yang, Q.3
-
17
-
-
77954584149
-
Cross-domain sentiment classification via spectral feature alignment
-
Raleigh, North Carolina, USA, ACM
-
S. J. Pan, X. Ni, J.-T. Sun, Q. Yang, and Z. Chen. Cross-domain sentiment classification via spectral feature alignment. In Proceedings of WWW, pages 751-760, Raleigh, North Carolina, USA, 2010. ACM.
-
(2010)
Proceedings of WWW
, pp. 751-760
-
-
Pan, S.J.1
Ni, X.2
Sun, J.-T.3
Yang, Q.4
Chen, Z.5
-
18
-
-
79951762853
-
Domain adaptation meets active learning
-
Los Angeles, California, USA, ACL
-
P. Rai, A. Saha, H. Daumé, III, and S. Venkatasubramanian. Domain adaptation meets active learning. In Proceedings of the NAACL HLT 2010, pages 27-32, Los Angeles, California, USA, 2010. ACL.
-
(2010)
Proceedings of the NAACL HLT 2010
, pp. 27-32
-
-
Rai, P.1
Saha, A.2
Daumé III, H.3
Venkatasubramanian, S.4
-
19
-
-
77958564771
-
Multi-task active learning for linguistic annotations
-
Columbus, Ohio, USA, June ACL
-
R. Reichart, K. Tomanek, U. Hahn, and A. Rappoport. Multi-task active learning for linguistic annotations. In Proceedings of ACL-08: HLT, pages 861-869, Columbus, Ohio, USA, June 2008. ACL.
-
(2008)
Proceedings of ACL-08: HLT
, pp. 861-869
-
-
Reichart, R.1
Tomanek, K.2
Hahn, U.3
Rappoport, A.4
-
20
-
-
0442319140
-
Toward optimal active learning through sampling estimation of error reduction
-
San Francisco, CA, USA, Morgan Kaufmann Publishers Inc.
-
N. Roy and A. McCallum. Toward optimal active learning through sampling estimation of error reduction. In Proceedings of ICML, pages 441-448, San Francisco, CA, USA, 2001. Morgan Kaufmann Publishers Inc.
-
(2001)
Proceedings of ICML
, pp. 441-448
-
-
Roy, N.1
McCallum, A.2
-
21
-
-
68949137209
-
Active learning literature survey
-
University of Wisconsin-Madison
-
B. Settles. Active learning literature survey. Computer Sciences Technical Report 1648, University of Wisconsin-Madison, 2009.
-
(2009)
Computer Sciences Technical Report 1648
-
-
Settles, B.1
-
22
-
-
0026981853
-
Query by committee
-
Pittsburgh, Pennsylvania, USA, ACM
-
H. S. Seung, M. Opper, and H. Sompolinsky. Query by committee. In Proceedings of COLT, pages 287-294, Pittsburgh, Pennsylvania, USA, 1992. ACM.
-
(1992)
Proceedings of COLT
, pp. 287-294
-
-
Seung, H.S.1
Opper, M.2
Sompolinsky, H.3
-
23
-
-
56049115176
-
Actively transfer domain knowledge
-
Antwerp, Belgium, Springer-Verlag
-
X. Shi, W. Fan, and J. Ren. Actively transfer domain knowledge. In Proceedings of ECML/PKDD, pages 342-357, Antwerp, Belgium, 2008. Springer-Verlag.
-
(2008)
Proceedings of ECML/PKDD
, pp. 342-357
-
-
Shi, X.1
Fan, W.2
Ren, J.3
-
25
-
-
0042868698
-
Support vector machine active learning with applications to text classification
-
Mar.
-
S. Tong and D. Koller. Support vector machine active learning with applications to text classification. J. Mach. Learn. Res., 2:45-66, Mar. 2002.
-
(2002)
J. Mach. Learn. Res.
, vol.2
, pp. 45-66
-
-
Tong, S.1
Koller, D.2
-
26
-
-
77954575574
-
Latent space domain transfer between high dimensional overlapping distributions
-
ACM
-
S. Xie, W. Fan, J. Peng, O. Verscheure, and J. Ren. Latent space domain transfer between high dimensional overlapping distributions. In Proceedings of WWW, pages 91-100. ACM, 2009.
-
(2009)
Proceedings of WWW
, pp. 91-100
-
-
Xie, S.1
Fan, W.2
Peng, J.3
Verscheure, O.4
Ren, J.5
|