-
1
-
-
85161993754
-
Variational inference for diffusion processes
-
C. Archambeau, M. Opper, Y. Shen, D. Cornford, and J. Shawe-Taylor. Variational inference for diffusion processes. In NIPS, 2007.
-
(2007)
NIPS
-
-
Archambeau, C.1
Opper, M.2
Shen, Y.3
Cornford, D.4
Shawe-Taylor, J.5
-
3
-
-
0141607824
-
Latent Dirichlet allocation
-
D. M. Blei, A. Ng, and M. I. Jordan. Latent Dirichlet allocation. JMLR, 3:993-1002, 2003.
-
(2003)
JMLR
, vol.3
, pp. 993-1002
-
-
Blei, D.M.1
Ng, A.2
Jordan, M.I.3
-
4
-
-
29344437276
-
Applying discrete PCA in data analysis
-
W. Buntine and A. Jakulin. Applying discrete PCA in data analysis. In UAI, 2004.
-
(2004)
UAI
-
-
Buntine, W.1
Jakulin, A.2
-
5
-
-
84989525001
-
Indexing by latent semantic analysis
-
S. Deerwester, S. Dumais, T. Landauer, G. Furnas, and R. 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.1
Dumais, S.2
Landauer, T.3
Furnas, G.4
Harshman, R.5
-
7
-
-
33745155436
-
A Bayesian hierarchical model for learning natural scene categories
-
L. Fei-Fei and P. Perona. A Bayesian hierarchical model for learning natural scene categories. In CVPR, 2005.
-
(2005)
CVPR
-
-
Fei-Fei, L.1
Perona, P.2
-
10
-
-
0347075691
-
Overview of the first text retrieval conference (TREC-1)
-
D. Harman. Overview of the first text retrieval conference (TREC-1). In TREC-1, 1992.
-
(1992)
TREC-1
-
-
Harman, D.1
-
11
-
-
85026972772
-
Probabilistic latent semantic analysis
-
T. Hofmann. Probabilistic latent semantic analysis. In UAI, 1999.
-
(1999)
UAI
-
-
Hofmann, T.1
-
12
-
-
0033225865
-
Introduction to variational methods for graphical models
-
DOI 10.1023/A:1007665907178
-
M. I. Jordan, Z. Ghahramani, T. Jaakkola, and L. K. Saul. An introduction to variational methods for graphical models. Machine Learning, 37(2):183-233, 1999. (Pubitemid 30544678)
-
(1999)
Machine Learning
, vol.37
, Issue.2
, pp. 183-233
-
-
Jordan, M.I.1
Ghahramani, Z.2
Jaakkola, T.S.3
Saul, L.K.4
-
17
-
-
84938401419
-
Variational inference for markov jump processes
-
M. Opper and G. Sanguinetti. Variational inference for markov jump processes. In NIPS, 2007.
-
(2007)
NIPS
-
-
Opper, M.1
Sanguinetti, G.2
-
18
-
-
22944488601
-
The latent process decomposition of cDNA microarray data sets
-
DOI 10.1109/TCBB.2005.29
-
S. Rogers, M. Girolami, C. Campbell, and R. Breitling. The latent process decomposition of cDNA microarray data sets. IEEE/ACM Trans. On Comp. Bio. and Bioinf., 2(2):143-156, 2005. (Pubitemid 41049915)
-
(2005)
IEEE/ACM Transactions on Computational Biology and Bioinformatics
, vol.2
, Issue.2
, pp. 143-156
-
-
Rogers, S.1
Girolami, M.2
Campbell, C.3
Breitling, R.4
-
20
-
-
85057250999
-
A collapsed variational bayesian inference algorithm for latent Dirichlet allocation
-
Y. W. Teh, D. Newman, and M. Welling. A collapsed variational bayesian inference algorithm for latent Dirichlet allocation. In NIPS, 2006.
-
(2006)
NIPS
-
-
Teh, Y.W.1
Newman, D.2
Welling, M.3
-
21
-
-
36149005118
-
On the theory of Brownian motion
-
G. E. Uhlenbeck and L. S. Ornstein. On the theory of Brownian motion. Phys. Rev., 36:823-41, 1930.
-
(1930)
Phys. Rev.
, vol.36
, pp. 823-41
-
-
Uhlenbeck, G.E.1
Ornstein, L.S.2
-
23
-
-
33749565782
-
Topics over time: A non-Markov continuous-time model of topical trends
-
X. Wang and A. McCallum. Topics over time: A non-Markov continuous-time model of topical trends. In SIGKDD, 2006.
-
(2006)
SIGKDD
-
-
Wang, X.1
McCallum, A.2
-
24
-
-
33750327222
-
LDA-based document models for ad-hoc retrieval
-
X. Wei and B. Croft. LDA-based document models for ad-hoc retrieval. In SIGIR, 2006.
-
(2006)
SIGIR
-
-
Wei, X.1
Croft, B.2
-
25
-
-
84880859170
-
Dynamic mixture models for multiple time series
-
X. Wei, J. Sun, and X. Wang. Dynamic mixture models for multiple time series. In IJCAI, 2007.
-
(2007)
IJCAI
-
-
Wei, X.1
Sun, J.2
Wang, X.3
|