-
1
-
-
38349091259
-
Maximum margin semi-supervised learning for structured variables
-
Y. Altun, D. McAllester, and M. Belkin. Maximum margin semi-supervised learning for structured variables. In NIPS, 2006.
-
(2006)
NIPS
-
-
Altun, Y.1
McAllester, D.2
Belkin, M.3
-
3
-
-
31844436350
-
Exponentiated gradient algorithms for larg-margin structured classification
-
P. Bartlett, M. Collins, B. Taskar, and D. McAllester. Exponentiated gradient algorithms for larg-margin structured classification. In NIPS, 2004.
-
(2004)
NIPS
-
-
Bartlett, P.1
Collins, M.2
Taskar, B.3
McAllester, D.4
-
4
-
-
33749237544
-
Semi-supervised learning for structured output variables
-
U. Brefeld and T. Scheffer. Semi-supervised learning for structured output variables. In ICML, 2006.
-
(2006)
ICML
-
-
Brefeld, U.1
Scheffer, T.2
-
5
-
-
34250663051
-
Maximum entropy density estimation with generalized regularization and an application to species distribution modeling
-
M. Dudík, S.J. Phillips, and R.E. Schapire. Maximum entropy density estimation with generalized regularization and an application to species distribution modeling. JMLR, (8):1217-1260, 2007. (Pubitemid 46945617)
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 1217-1260
-
-
Dudik, M.1
Phillips, S.J.2
Schapire, R.E.3
-
6
-
-
85156212629
-
Learning with multiple labels
-
R. Jin and Z. Ghahramani. Learning with multiple labels. In NIPS, 2002.
-
(2002)
NIPS
-
-
Jin, R.1
Ghahramani, Z.2
-
7
-
-
0142192295
-
Conditional random fields: Probabilistic models for segmenting and labeling sequence data
-
J. Lafferty, A. McCallum, and F. Pereira. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In ICML, 2001.
-
(2001)
ICML
-
-
Lafferty, J.1
McCallum, A.2
Pereira, F.3
-
8
-
-
1542337831
-
Boosting and maximum likelihood for exponential models
-
G. Lebanon and J. Lafferty. Boosting and maximum likelihood for exponential models. In NIPS, 2001.
-
(2001)
NIPS
-
-
Lebanon, G.1
Lafferty, J.2
-
9
-
-
33745824894
-
Conditional random fields for object recognition
-
A. Quattoni, M. Collins, and T. Darrell. Conditional random fields for object recognition. In NIPS, 2004.
-
(2004)
NIPS
-
-
Quattoni, A.1
Collins, M.2
Darrell, T.3
-
11
-
-
85078843680
-
Large margin hidden markov models for automatic speech recognition
-
F. Sha and L. Saul. Large margin hidden markov models for automatic speech recognition. In NIPS, 2006.
-
(2006)
NIPS
-
-
Sha, F.1
Saul, L.2
-
13
-
-
14344250451
-
Support vector machine learning for interdependent and structured output spaces
-
I. Tsochantaridis, T. Hofmann, T. Joachims, and Y. Altun. Support vector machine learning for interdependent and structured output spaces. In ICML, 2004.
-
(2004)
ICML
-
-
Tsochantaridis, I.1
Hofmann, T.2
Joachims, T.3
Altun, Y.4
-
14
-
-
58349114205
-
Scene segmentation with conditional random fields learned from partially labeled images
-
J. Verbeek and B. Triggs. Scene segmentation with conditional random fields learned from partially labeled images. In NIPS, 2007.
-
(2007)
NIPS
-
-
Verbeek, J.1
Triggs, B.2
-
15
-
-
29144523061
-
On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
-
DOI 10.1007/s10107-004-0559-y
-
A. Wächter and L.T. Biegler. On the implementation of a primal-dual interior point filter line search algorithm for large-scale nonlinear programming. Mathematical Programming, (106(1)):25-57, 2006. (Pubitemid 41813168)
-
(2006)
Mathematical Programming
, vol.106
, Issue.1
, pp. 25-57
-
-
Wachter, A.1
Biegler, L.T.2
-
16
-
-
33749242077
-
Discriminative unsupervised learning of structured predictors
-
L. Xu, D. Wilkinson, F. Southey, and D. Schuurmans. Discriminative unsupervised learning of structured predictors. In ICML, 2006.
-
(2006)
ICML
-
-
Xu, L.1
Wilkinson, D.2
Southey, F.3
Schuurmans, D.4
-
17
-
-
33749623896
-
Simultaneous record detection and attribute labeling in web data extraction
-
J. Zhu, Z. Nie, J.-R. Wen, B. Zhang, and W.-Y. Ma. Simultaneous record detection and attribute labeling in web data extraction. In SIGKDD, 2006.
-
(2006)
SIGKDD
-
-
Zhu, J.1
Nie, Z.2
Wen, J.-R.3
Zhang, B.4
Ma, W.-Y.5
-
18
-
-
46249108238
-
Dynamic hierarchical markov random fields and their application to web data extraction
-
J. Zhu, Z. Nie, B. Zhang, and J.-R.Wen. Dynamic hierarchical markov random fields and their application to web data extraction. In ICML, 2007.
-
(2007)
ICML
-
-
Zhu, J.1
Nie, Z.2
Zhang, B.3
Wen, J.-R.4
-
19
-
-
56449096750
-
Laplace maximum margin markov networks
-
J. Zhu, E.P. Xing, and B. Zhang. Laplace maximum margin markov networks. In ICML, 2008.
-
(2008)
ICML
-
-
Zhu, J.1
Xing, E.P.2
Zhang, B.3
|