-
1
-
-
0041494133
-
A kernel method for canonical correlation analysis
-
S. Akaho. A kernel method for canonical correlation analysis. In IMPS, 2001.
-
(2001)
IMPS
-
-
Akaho, S.1
-
2
-
-
70450128164
-
Two-view feature generation model for semi-supervised learning
-
K. Ando and T. Zhang. Two-view feature generation model for semi-supervised learning. In ICML, 2007.
-
(2007)
ICML
-
-
Ando, K.1
Zhang, T.2
-
4
-
-
1542287501
-
Modeling annotated data
-
D. M. Blei and M. I. Jordan. Modeling annotated data. In ACM SIGIR, pages 127-134, 2003.
-
(2003)
ACM SIGIR
, pp. 127-134
-
-
Blei, D.M.1
Jordan, M.I.2
-
5
-
-
0141607824
-
Latent dirichlet allocation
-
D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent dirichlet allocation. JMLR, 3:993-1022, 2003.
-
(2003)
JMLR
, vol.3
, pp. 993-1022
-
-
Blei, D.M.1
Ng, A.Y.2
Jordan, M.I.3
-
6
-
-
0031620208
-
Combining labeled and unlabeled data with co-trainnig
-
A. Blum and T. Mitchell. Combining labeled and unlabeled data with co-trainnig. In COLT, 1998.
-
(1998)
COLT
-
-
Blum, A.1
Mitchell, T.2
-
7
-
-
14344251008
-
Co-EM support vector learning
-
U. Brefeld and T. Scheffer. Co-EM support vector learning. In ICML, 2004.
-
(2004)
ICML
-
-
Brefeld, U.1
Scheffer, T.2
-
9
-
-
80052418610
-
Multi-view learning in the presence of view disagreement
-
C.M. Christoudias, R. Urtasun, and T. Darrell. Multi-view learning in the presence of view disagreement. In UAI, 2008.
-
(2008)
UAI
-
-
Christoudias, C.M.1
Urtasun, R.2
Darrell, T.3
-
10
-
-
74049158146
-
NUS-WIDE: A real-world web image database from national university of singapore
-
T.-S. Chua, J. Tang, R. Hong, H. Li, Z. Luo, and Y.-T. Zheng. NUS-WIDE: A real-world web image database from national university of singapore. In CIVR, 2009.
-
(2009)
CIVR
-
-
Chua, T.-S.1
Tang, J.2
Hong, R.3
Li, H.4
Luo, Z.5
Zheng, Y.-T.6
-
11
-
-
0010442827
-
On the algorithmic implementation of multiclass kernel-based vector machines
-
K. Crammer and Y. Singer. On the algorithmic implementation of multiclass kernel-based vector machines. JMLR, (2):265-292, 2001.
-
(2001)
JMLR
, vol.2
, pp. 265-292
-
-
Crammer, K.1
Singer, Y.2
-
12
-
-
80051607075
-
On multi-view learning with additive models
-
M. Culp, G.Michailidis, and K. Johnson. On multi-view learning with additive models. Annals of Applied Statistics, 3(1):292-318, 2009.
-
(2009)
Annals of Applied Statistics
, vol.3
, Issue.1
, pp. 292-318
-
-
Culp, M.1
Michailidis, G.2
Johnson, K.3
-
15
-
-
34948822293
-
Scene classification using bag-of-regions representations
-
D. Gökalp and S. Aksoy. Scene classification using bag-of-regions representations. In CVPR, 2007.
-
(2007)
CVPR
-
-
Gökalp, D.1
Aksoy, S.2
-
16
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
G. E. Hinton. Training products of experts by minimizing contrastive divergence. Neural Computation, 14(8):1771-1800, 2002.
-
(2002)
Neural Computation
, vol.14
, Issue.8
, pp. 1771-1800
-
-
Hinton, G.E.1
-
17
-
-
0000107975
-
Relations between two sets of variates
-
H. Hotelling. Relations between two sets of variates. Biometrika, 28(3/4):321-377, 1936.
-
(1936)
Biometrika
, vol.28
, Issue.3-4
, pp. 321-377
-
-
Hotelling, H.1
-
18
-
-
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
-
19
-
-
51949107638
-
Object recognition from local scale-invariant features
-
D. G. Lowe. Object recognition from local scale-invariant features. In CVPR, 1999.
-
(1999)
CVPR
-
-
Lowe, D.G.1
-
20
-
-
77956556686
-
Replicated softmax: An undirected topic model
-
R. Salakhutdinov and G. E. Hinton. Replicated softmax: an undirected topic model. In NIPS, 2009.
-
(2009)
NIPS
-
-
Salakhutdinov, R.1
Hinton, G.E.2
-
21
-
-
57249084011
-
Visualizing data using t-SNE
-
L. van der Maaten and G. Hinton. Visualizing data using t-SNE. JMLR, 9:2579-2605, 2008.
-
(2008)
JMLR
, vol.9
, pp. 2579-2605
-
-
Maaten Der L.Van1
Hinton, G.2
-
22
-
-
65749118363
-
Graphical models, exponential families, and variational inference
-
M. J. Wainwright and M. I. Jordan. Graphical models, exponential families, and variational inference. Foundations and Trends in Machine Learning, 1(1-2):1-305, 2008.
-
(2008)
Foundations and Trends in Machine Learning
, vol.1
, Issue.1-2
, pp. 1-305
-
-
Wainwright, M.J.1
Jordan, M.I.2
-
23
-
-
33749245495
-
Topic modeling: Beyond bag-of-words
-
H. M. Wallach. Topic modeling: Beyond bag-of-words. In ICML, 2006.
-
(2006)
ICML
-
-
Wallach, H.M.1
-
24
-
-
70450178502
-
Simultaneous image classification and annotation
-
C. Wang, D. M. Blei, and L. Fei-Fei. Simultaneous image classification and annotation. In CVPR, 2009.
-
(2009)
CVPR
-
-
Wang, C.1
Blei, D.M.2
Fei-Fei, L.3
-
25
-
-
33749256914
-
A new learning algorithm for mean field boltzmann machines
-
M. Welling and G. E. Hinton. A new learning algorithm for mean field boltzmann machines. In ICANN, 2001.
-
(2001)
ICANN
-
-
Welling, M.1
Hinton, G.E.2
-
26
-
-
33745780732
-
Exponential family harmoniums with an application to information retrieval
-
M. Welling, M. Rosen-Zvi, and G. E. Hinton. Exponential family harmoniums with an application to information retrieval. In NIPS, pages 1481-1488, 2004.
-
(2004)
NIPS
, pp. 1481-1488
-
-
Welling, M.1
Rosen-Zvi, M.2
Hinton, G.E.3
-
27
-
-
3242679207
-
A generalized mean field algorithm for variational inference in exponential families
-
E. P. Xing, M. I. Jordan, and S. Russell. A generalized mean field algorithm for variational inference in exponential families. In UAI, 2003.
-
(2003)
UAI
-
-
Xing, E.P.1
Jordan, M.I.2
Russell, S.3
-
28
-
-
67449114623
-
Mining associated text and images with dual-wing harmoniums
-
E. P. Xing, R. Yan, and A. G. Hauptmann. Mining associated text and images with dual-wing harmoniums. In UAI, 2005.
-
(2005)
UAI
-
-
Xing, E.P.1
Yan, R.2
Hauptmann, A.G.3
-
29
-
-
55649111242
-
Harmonium models for semantic video representation and classification
-
J. Yang, Y. Liu, E. P. Xing, and A. G. Hauptmann. Harmonium models for semantic video representation and classification. In SDM, 2007.
-
(2007)
SDM
-
-
Yang, J.1
Liu, Y.2
Xing, E.P.3
Hauptmann, A.G.4
-
30
-
-
55149096818
-
Flexible latent variable models for multi-task learning
-
J. Zhang, Z. Ghahramani, and Y. Yang. Flexible latent variable models for multi-task learning. Machine Learning, 73(3):221-242, 2008.
-
(2008)
Machine Learning
, vol.73
, Issue.3
, pp. 221-242
-
-
Zhang, J.1
Ghahramani, Z.2
Yang, Y.3
-
31
-
-
71149117321
-
MedLDA: Maximum margin supervised topic models for regression and classification
-
J. Zhu, A. Ahmed, and E. P. Xing. MedLDA: Maximum margin supervised topic models for regression and classification. In ICML, 2009.
-
(2009)
ICML
-
-
Zhu, J.1
Ahmed, A.2
Xing, E.P.3
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