-
1
-
-
80053375448
-
An analysis of active learning strategies for sequence labeling tasks
-
Settles, B., Craven, M.: An analysis of active learning strategies for sequence labeling tasks. In: Proc. of EMNLP 2008, pp. 1070-1079 (2008)
-
(2008)
Proc. of EMNLP 2008
, pp. 1070-1079
-
-
Settles, B.1
Craven, M.2
-
2
-
-
0001025146
-
Query learning strategies using boosting and bagging
-
Abe, N., Mamitsuka, H.: Query learning strategies using boosting and bagging. In: Proc. of ICML 1998, pp. 1-10 (1998)
-
(1998)
Proc. of ICML 1998
, pp. 1-10
-
-
Abe, N.1
Mamitsuka, H.2
-
3
-
-
56449103935
-
Optimizing estimated loss reduction for active sampling in rank learning
-
Donmez, P., Carbonell, J.G.: Optimizing estimated loss reduction for active sampling in rank learning. In: Proc. of ICML 2008, pp. 248-255 (2008)
-
(2008)
Proc. of ICML 2008
, pp. 248-255
-
-
Donmez, P.1
Carbonell, J.G.2
-
4
-
-
0031209604
-
Selective sampling using the query by committee algorithm
-
Freund, Y., Seung, H.S., Shamir, E., Tishby, N.: Selective sampling using the query by committee algorithm. Machine Learning, 133-168 (1997)
-
(1997)
Machine Learning
, pp. 133-168
-
-
Freund, Y.1
Seung, H.S.2
Shamir, E.3
Tishby, N.4
-
5
-
-
35248825961
-
Representative sampling for text classification using support vector machines
-
Sebastiani, F. (ed.) ECIR 2003. Springer, Heidelberg
-
Xu, Z., Yu, G., Tresp, V., Xu, X., Wang, J.: Representative sampling for text classification using support vector machines. In: Sebastiani, F. (ed.) ECIR 2003. LNCS, vol. 2633, pp. 393-407. Springer, Heidelberg (2003)
-
(2003)
LNCS
, vol.2633
, pp. 393-407
-
-
Xu, Z.1
Yu, G.2
Tresp, V.3
Xu, X.4
Wang, J.5
-
7
-
-
14344265134
-
Active learning using pre-clustering
-
Nguyen, H.T., Smeulders, A.: Active learning using pre-clustering. In: Proc. of ICML 2004, pp. 623-630 (2004)
-
(2004)
Proc. of ICML 2004
, pp. 623-630
-
-
Nguyen, H.T.1
Smeulders, A.2
-
8
-
-
13544253904
-
Active learning for statistical natural language parsing
-
Tang, M., Luo, X., Roukos, S.: Active learning for statistical natural language parsing. In: Proc. of ACL 2002, pp. 120-127 (2002)
-
(2002)
Proc. of ACL 2002
, pp. 120-127
-
-
Tang, M.1
Luo, X.2
Roukos, S.3
-
9
-
-
84866045724
-
Multi-domain active learning for text classification
-
Li, L., Jin, X., Pan, S., Sun, J.: Multi-domain active learning for text classification. In: Proc. of KDD 2012, pp. 1086-1094 (2012)
-
(2012)
Proc. of KDD 2012
, pp. 1086-1094
-
-
Li, L.1
Jin, X.2
Pan, S.3
Sun, J.4
-
12
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges, C.: A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 121-167 (1998)
-
(1998)
Data Mining and Knowledge Discovery
, pp. 121-167
-
-
Burges, C.1
-
13
-
-
1942517333
-
Incorporating diversity in active learning with support vector machines
-
Brinker, K.: Incorporating diversity in active learning with support vector machines. In: Proc. of ICML 2003 (2003)
-
(2003)
Proc. of ICML 2003
-
-
Brinker, K.1
-
14
-
-
85162011798
-
Active learning by querying informative and representative examples
-
Huang, S., Jin, R., Zhou, Z.: Active learning by querying informative and representative examples. In: Proc. of NIPS 2010, pp. 892-900 (2010)
-
(2010)
Proc. of NIPS 2010
, pp. 892-900
-
-
Huang, S.1
Jin, R.2
Zhou, Z.3
-
15
-
-
34547964973
-
Pegasos: Primal estimated sub-gradient solver for SVM
-
Shwartz, S., Singer, Y., Srebro, N.: Pegasos: primal estimated sub-gradient solver for SVM. In: Proc. of ICML 2007, pp. 807-814 (2007)
-
(2007)
Proc. of ICML 2007
, pp. 807-814
-
-
Shwartz, S.1
Singer, Y.2
Srebro, N.3
-
16
-
-
84869463516
-
Breaking the curse of kernelization: Budgeted stochastic gradient descent for large-scale SVM training
-
Wang, Z., Crammer, K., Vucetic, S.: Breaking the curse of kernelization: budgeted stochastic gradient descent for large-scale SVM training. Journal of Machine Learning Research, 3103-3131 (2012)
-
(2012)
Journal of Machine Learning Research
, pp. 3103-3131
-
-
Wang, Z.1
Crammer, K.2
Vucetic, S.3
-
17
-
-
70350693274
-
Multi-criteria-based active learning for named entity recognition
-
Shen, D., Zhang, J., Su, J., Zhou, G., Tan, C.L.: Multi-criteria-based active learning for named entity recognition. In: Proc. of ACL 2004, pp. 589-596 (2004)
-
(2004)
Proc. of ACL 2004
, pp. 589-596
-
-
Shen, D.1
Zhang, J.2
Su, J.3
Zhou, G.4
Tan, C.L.5
-
18
-
-
0042868698
-
Support vector machine active learning with applications to text classification
-
Tong, S., Koller, D.: Support vector machine active learning with applications to text classification. Journal of Machine Learning Research, 45-66 (2001)
-
(2001)
Journal of Machine Learning Research
, pp. 45-66
-
-
Tong, S.1
Koller, D.2
-
19
-
-
3543110224
-
Online learning with kernels
-
Kivinen, J., Smola, A., Williamson, R.: Online learning with kernels. IEEE Trans. Signal Processing, 2165-2176 (2004)
-
(2004)
IEEE Trans. Signal Processing
, pp. 2165-2176
-
-
Kivinen, J.1
Smola, A.2
Williamson, R.3
-
20
-
-
0442319140
-
Toward optimal active learning through sampling estimation of error reduction
-
Roy, N., McCallum, A.: Toward optimal active learning through sampling estimation of error reduction. In: Proc. of ICML 2001, pp. 441-448 (2001)
-
(2001)
Proc. of ICML 2001
, pp. 441-448
-
-
Roy, N.1
McCallum, A.2
-
21
-
-
84907010895
-
Active learning with statisitical models
-
Chon, A., Ghahramani, Z., Jordan, M.I.: Active learning with statisitical models. Journal of Machine Learning Research, 129-145 (1996)
-
(1996)
Journal of Machine Learning Research
, pp. 129-145
-
-
Chon, A.1
Ghahramani, Z.2
Jordan, M.I.3
-
22
-
-
85013879626
-
A sequential algorithm for training text classifiers
-
Lewis, D., Gale, W.: A sequential algorithm for training text classifiers. In: Proc. of SIGIR 1994, pp. 3-12 (1994)
-
(1994)
Proc. of SIGIR 1994
, pp. 3-12
-
-
Lewis, D.1
Gale, W.2
-
23
-
-
85162065706
-
Multiple-instance active learning
-
Settles, B., Craven, M., Ray, S.: Multiple-instance active learning. In: Proc. of NIPS 2008, pp. 1289-1296 (2008)
-
(2008)
Proc. of NIPS 2008
, pp. 1289-1296
-
-
Settles, B.1
Craven, M.2
Ray, S.3
-
24
-
-
84894682543
-
Maximizing expected model change for active learning in regression
-
Cai, W., Zhang, Y., Zhou, J.: Maximizing expected model change for active learning in regression. In: Proc. of ICDM 2008, pp. 51-60 (2013)
-
(2013)
Proc. of ICDM 2008
, pp. 51-60
-
-
Cai, W.1
Zhang, Y.2
Zhou, J.3
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