-
1
-
-
38049126044
-
Statistical debugging using latent topic models
-
Springer-Verlag
-
D. Andrzejewski, A. Mulhern, B. Liblit, and X. Zhu. Statistical debugging using latent topic models. In ECML, pages 6-17. Springer-Verlag, 2007.
-
(2007)
ECML
, pp. 6-17
-
-
Andrzejewski, D.1
Mulhern, A.2
Liblit, B.3
Zhu, X.4
-
2
-
-
71149108475
-
Incorporating domain knowledge into topic modeling via Dirichlet forest priors
-
Omnipress
-
D. Andrzejewski, X. Zhu, and M. Craven. Incorporating domain knowledge into topic modeling via Dirichlet forest priors. In ICML, pages 25-32. Omnipress, 2009.
-
(2009)
ICML
, pp. 25-32
-
-
Andrzejewski, D.1
Zhu, X.2
Craven, M.3
-
4
-
-
0037403111
-
Mirror descent and nonlinear projected subgradient methods for convex optimization
-
A. Beck and M. Teboulle. Mirror descent and nonlinear projected subgradient methods for convex optimization. Operations Research Letters, 31(3):167-175, 2003.
-
(2003)
Operations Research Letters
, vol.31
, Issue.3
, pp. 167-175
-
-
Beck, A.1
Teboulle, M.2
-
5
-
-
0141607824
-
Latent Dirichlet allocation
-
D. Blei, A. Ng, and M. Jordan. Latent Dirichlet allocation. JMLR, 3:993-1022, 2003.
-
(2003)
JMLR
, vol.3
, pp. 993-1022
-
-
Blei, D.1
Ng, A.2
Jordan, M.3
-
6
-
-
57549091418
-
Modeling documents by combining semantic concepts with unsupervised statistical learning
-
Springer
-
C. Chemudugunta, A. Holloway, P. Smyth, and M. Steyvers. Modeling documents by combining semantic concepts with unsupervised statistical learning. In ISWC, pages 229-244. Springer, 2008.
-
(2008)
ISWC
, pp. 229-244
-
-
Chemudugunta, C.1
Holloway, A.2
Smyth, P.3
Steyvers, M.4
-
7
-
-
50949133940
-
Exponentiated gradient algorithms for conditional random fields and max-margin Markov networks
-
M. Collins, A. Globerson, T. Koo, X. Carreras, and P.L. Bartlett. Exponentiated gradient algorithms for conditional random fields and max-margin Markov networks. JMLR, 9:1775-1822, 2008.
-
(2008)
JMLR
, vol.9
, pp. 1775-1822
-
-
Collins, M.1
Globerson, A.2
Koo, T.3
Carreras, X.4
Bartlett, P.L.5
-
9
-
-
77956529835
-
A language-based approach to measuring scholarly impact
-
Omnipress
-
S. Gerrish and D. Blei. A language-based approach to measuring scholarly impact. In ICML, pages 375-382. Omnipress, 2010.
-
(2010)
ICML
, pp. 375-382
-
-
Gerrish, S.1
Blei, D.2
-
11
-
-
78049522900
-
Hidden topic Markov models
-
Omnipress
-
A. Gruber, M. Rosen-Zvi, and Y. Weiss. Hidden topic Markov models. In AISTATS, pages 163-170. Omnipress, 2007.
-
(2007)
AISTATS
, pp. 163-170
-
-
Gruber, A.1
Rosen-Zvi, M.2
Weiss, Y.3
-
13
-
-
70350686428
-
Maxmargin weight learning for Markov logic networks
-
Springer
-
T.N. Huynh and R.J. Mooney. Maxmargin weight learning for Markov logic networks. In ECMLPKDD, pages 564-579. Springer, 2009.
-
(2009)
ECMLPKDD
, pp. 564-579
-
-
Huynh, T.N.1
Mooney, R.J.2
-
14
-
-
77956540465
-
Counting belief propagation
-
AUAI Press
-
K. Kersting, B. Ahmadi, and S. Natarajan. Counting belief propagation. In UAI, pages 277-284. AUAI Press, 2009.
-
(2009)
UAI
, pp. 277-284
-
-
Kersting, K.1
Ahmadi, B.2
Natarajan, S.3
-
15
-
-
0008815681
-
Exponentiated Gradient versus Gradient Descent for Linear Predictors
-
J. Kivinen and M.K. Warmuth. Exponentiated gradient versus gradient descent for linear predictors. Information and Computation, 132(1):1-63, 1997. (Pubitemid 127454001)
-
(1997)
Information and Computation
, vol.132
, Issue.1
, pp. 1-63
-
-
Kivinen, J.1
Warmuth, M.K.2
-
16
-
-
33749545442
-
-
Technical report, Department of Computer Science and Engineering, University of Washington, Seattle, WA
-
S. Kok, M. Sumner, M. Richardson, P. Singla, H. Poon, D. Lowd, J. Wang, and P. Domingos. The Alchemy System for Statistical Relational AI. Technical report, Department of Computer Science and Engineering, University of Washington, Seattle, WA, 2009.
-
(2009)
The Alchemy System for Statistical Relational AI
-
-
Kok, S.1
Sumner, M.2
Richardson, M.3
Singla, P.4
Poon, H.5
Lowd, D.6
Wang, J.7
Domingos, P.8
-
17
-
-
79957489009
-
DiscLDA: Discriminative learning for dimensionality reduction and classification
-
MIT Press
-
S. Lacoste-Julien, F. Sha, and M. Jordan. DiscLDA: Discriminative learning for dimensionality reduction and classification. In NIPS, pages 897-904. MIT Press, 2008.
-
(2008)
NIPS
, pp. 897-904
-
-
Lacoste-Julien, S.1
Sha, F.2
Jordan, M.3
-
18
-
-
85141280473
-
A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts
-
ACL
-
B. Pang and L. Lee. A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts. In ACL, pages 271-278. ACL, 2004.
-
(2004)
ACL
, pp. 271-278
-
-
Pang, B.1
Lee, L.2
-
19
-
-
85162073174
-
Word features for latent Dirichlet allocation
-
MIT Press
-
J. Petterson, A. Smola, T. Caetano,W. Buntine, and S. Narayanamurthy. Word features for latent Dirichlet allocation. In NIPS, pages 1921-1929. MIT Press, 2010.
-
(2010)
NIPS
, pp. 1921-1929
-
-
Petterson, J.1
Smola, A.2
Caetano, T.3
Buntine, W.4
Narayanamurthy, S.5
-
20
-
-
34547978156
-
Sound and efficient inference with probabilistic and deterministic dependencies
-
AAAI Press
-
H. Poon and P. Domingos. Sound and efficient inference with probabilistic and deterministic dependencies. In AAAI. AAAI Press, 2006.
-
(2006)
AAAI
-
-
Poon, H.1
Domingos, P.2
-
21
-
-
80053392186
-
Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora
-
ACL
-
D. Ramage, D. Hall, R. Nallapati, and C.D. Manning. Labeled LDA: a supervised topic model for credit attribution in multi-labeled corpora. In EMNLP, pages 248-256. ACL, 2009.
-
(2009)
EMNLP
, pp. 248-256
-
-
Ramage, D.1
Hall, D.2
Nallapati, R.3
Manning, C.D.4
-
22
-
-
32044466073
-
Markov logic networks
-
DOI 10.1007/s10994-006-5833-1
-
M. Richardson and P. Domingos. Markov logic networks. Machine Learning, 62(1-2):107-136, 2006. (Pubitemid 43202307)
-
(2006)
Machine Learning
, vol.62
, Issue.1-2 SPEC. ISS.
, pp. 107-136
-
-
Richardson, M.1
Domingos, P.2
-
23
-
-
79959762756
-
Improving the accuracy and efficiency of MAP inference for Markov logic
-
AUAI Press
-
S. Riedel. Improving the accuracy and efficiency of MAP inference for Markov logic. In UAI, pages 468-475. AUAI Press, 2008.
-
(2008)
UAI
, pp. 468-475
-
-
Riedel, S.1
-
25
-
-
77958567180
-
Speeding up inference in Markov logic networks by preprocessing to reduce the size of the resulting grounded network
-
Morgan Kaufmann
-
J. Shavlik and S. Natarajan. Speeding up inference in Markov logic networks by preprocessing to reduce the size of the resulting grounded network. In IJCAI, pages 1951-1956. Morgan Kaufmann, 2009.
-
(2009)
IJCAI
, pp. 1951-1956
-
-
Shavlik, J.1
Natarajan, S.2
-
26
-
-
57749181750
-
Lifted first-order belief propagation
-
AAAI Press
-
P. Singla and P. Domingos. Lifted first-order belief propagation. In AAAI, pages 1094-1099. AAAI Press, 2008.
-
(2008)
AAAI
, pp. 1094-1099
-
-
Singla, P.1
Domingos, P.2
-
27
-
-
80053357527
-
Get out the vote: Determining support or opposition from Congressional floor-debate transcripts
-
ACL
-
M. Thomas, B. Pang, and L. Lee. Get out the vote: Determining support or opposition from Congressional floor-debate transcripts. In EMNLP, pages 327-335. ACL, 2006.
-
(2006)
EMNLP
, pp. 327-335
-
-
Thomas, M.1
Pang, B.2
Lee, L.3
-
28
-
-
58449123455
-
Hybrid Markov logic networks
-
AAAI Press
-
J. Wang and P. Domingos. Hybrid Markov logic networks. In AAAI, pages 1106-1111. AAAI Press, 2008.
-
(2008)
AAAI
, pp. 1106-1111
-
-
Wang, J.1
Domingos, P.2
-
29
-
-
70450178502
-
Simultaneous image classification and annotation
-
IEEE
-
C. Wang, D. Blei, and F. Li. Simultaneous image classification and annotation. In CVPR, pages 1903-1910. IEEE, 2009.
-
(2009)
CVPR
, pp. 1903-1910
-
-
Wang, C.1
Blei, D.2
Li, F.3
|