-
1
-
-
0037262814
-
An introduction to MCMC for machine learning
-
C. Andrieu, N. de Freitas, A. Doucet, and M. Jordan. An introduction to MCMC for machine learning. Machine Learning, 50:5-43, 2003.
-
(2003)
Machine Learning
, vol.50
, pp. 5-43
-
-
Andrieu, C.1
de Freitas, N.2
Doucet, A.3
Jordan, M.4
-
4
-
-
29344437276
-
Applying discrete PCA in data analysis
-
M. Chickering and J. Halpern, editors, Banff, Alberta, Canada
-
W. Buntine and A. Jakulin. Applying discrete PCA in data analysis. In M. Chickering and J. Halpern, editors, Proceedings of the 20th Conference on Uncertainty in Artificial Intelligence, pages 59-66, Banff, Alberta, Canada, 2004.
-
(2004)
Proceedings of the 20th Conference on Uncertainty in Artificial Intelligence
, pp. 59-66
-
-
Buntine, W.1
Jakulin, A.2
-
5
-
-
0004014502
-
A Gaussian prior for smoothing maximum entropy models
-
Technical report, Carnegie Mellon University, CMU-CS-99-108
-
S. F. Chen and R. Rosenfeld. A Gaussian prior for smoothing maximum entropy models. Technical report, Carnegie Mellon University, CMU-CS-99-108, 1999.
-
(1999)
-
-
Chen, S.F.1
Rosenfeld, R.2
-
6
-
-
84989525001
-
Indexing by latent semantic analysis
-
S. C. Deerwester, S. T. Dumais, T. K. Landauer, G. W. Furnas, and R. A. Harshman. Indexing by latent semantic analysis. Journal of the American Society of Information Science, 41(6):391-407, 1990.
-
(1990)
Journal of the American Society of Information Science
, vol.41
, Issue.6
, pp. 391-407
-
-
Deerwester, S.C.1
Dumais, S.T.2
Landauer, T.K.3
Furnas, G.W.4
Harshman, R.A.5
-
10
-
-
84898936438
-
Integrating topics and syntax
-
Vancouver, British Columbia, Canada
-
T. Griffiths, M. Steyvers, D. Blei, and J. Tenenbaum. Integrating topics and syntax. In Advances in Neural Information Processing Systems 17, Vancouver, British Columbia, Canada, 2004.
-
(2004)
Advances in Neural Information Processing Systems 17
-
-
Griffiths, T.1
Steyvers, M.2
Blei, D.3
Tenenbaum, J.4
-
12
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
G. Hinton. Training products of experts by minimizing contrastive divergence. Neural Computation, 14:1771-1800, 2002.
-
(2002)
Neural Computation
, vol.14
, pp. 1771-1800
-
-
Hinton, G.1
-
15
-
-
0000935895
-
An introduction to variational methods for graphical models
-
M. I. Jordan, Z. Ghahramani, T. S. Jaakkola, and L. K. Saul. An introduction to variational methods for graphical models. In Proceedings of the NATO Advanced Study Institute on Learning in graphical models, pages 105-161, 1998.
-
(1998)
Proceedings of the NATO Advanced Study Institute on Learning in graphical models
, pp. 105-161
-
-
Jordan, M.I.1
Ghahramani, Z.2
Jaakkola, T.S.3
Saul, L.K.4
-
16
-
-
34548582878
-
Discovering latent classes in relational data
-
Technical report, MIT CSAIL, 2004
-
C. Kemp, T. L. Griffiths, and J. Tenenbaum. Discovering latent classes in relational data. Technical report, MIT CSAIL, 2004.
-
-
-
Kemp, C.1
Griffiths, T.L.2
Tenenbaum, J.3
-
21
-
-
0033556862
-
A unifying review of linear Gaussian models
-
S. Roweis and Z. Ghahramani. A unifying review of linear Gaussian models. Neural Computation, 11(2):305-345, 1999.
-
(1999)
Neural Computation
, vol.11
, Issue.2
, pp. 305-345
-
-
Roweis, S.1
Ghahramani, Z.2
-
25
-
-
14344256958
-
Hierarchical Dirichlet processes
-
Technical report, University of California, Berkeley, Department of Statistics
-
Y. W. Teh, M. I. Jordan, M. J. Beal, and D. M. Blei. Hierarchical Dirichlet processes. Technical report, University of California, Berkeley, Department of Statistics, 2004.
-
(2004)
-
-
Teh, Y.W.1
Jordan, M.I.2
Beal, M.J.3
Blei, D.M.4
-
28
-
-
36849017658
-
Group and topic discovery from relations and their attributes
-
Vancouver, British Columbia, Canada
-
X. Wang, N. Mohanty, and A. McCallum. Group and topic discovery from relations and their attributes. In Advances in Neural Information Processing Systems 18, Vancouver, British Columbia, Canada, 2005.
-
(2005)
Advances in Neural Information Processing Systems 18
-
-
Wang, X.1
Mohanty, N.2
McCallum, A.3
-
29
-
-
84899000641
-
Exponential family harmoniums with an application to information retrieval
-
Vancouver, British Columbia, Canada
-
M. Welling, M. Rosen-Zvi, and G. Hinton. Exponential family harmoniums with an application to information retrieval. In Advances in Neural Information Processing Systems 17, Vancouver, British Columbia, Canada, 2004.
-
(2004)
Advances in Neural Information Processing Systems 17
-
-
Welling, M.1
Rosen-Zvi, M.2
Hinton, G.3
-
32
-
-
33749566317
-
Supervised probabilistic principal component analysis
-
New York, NY, USA, ACM Press
-
S. Yu, K. Yu, V. Tresp, H.-P. Kriegel, and M. Wu. Supervised probabilistic principal component analysis. In Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 464-473, New York, NY, USA, 2006. ACM Press.
-
(2006)
Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, pp. 464-473
-
-
Yu, S.1
Yu, K.2
Tresp, V.3
Kriegel, H.-P.4
Wu, M.5
-
33
-
-
3042824043
-
A study of smoothing methods for language models applied to information retrieval
-
C. Zhai and J. Lafferty. A study of smoothing methods for language models applied to information retrieval. ACM Transactions on Information System, 22(2):179-214, 2004.
-
(2004)
ACM Transactions on Information System
, vol.22
, Issue.2
, pp. 179-214
-
-
Zhai, C.1
Lafferty, J.2
|