-
1
-
-
0141567816
-
Marginal maximum a posteriori estimation using Markov chain Monte Carlo
-
Jan.
-
A. Doucet, S. J. Godsill, and C. P. Robert. Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Statistics and Computing, 12(1), Jan. 2002.
-
(2002)
Statistics and Computing
, vol.12
, Issue.1
-
-
Doucet, A.1
Godsill, S.J.2
Robert, C.P.3
-
3
-
-
11944266539
-
Information theory and statistical mechanics
-
May
-
E. T. Jaynes. Information theory and statistical mechanics. Phys. Rev., 106(4):620-630, May 1957.
-
(1957)
Phys. Rev.
, vol.106
, Issue.4
, pp. 620-630
-
-
Jaynes, E.T.1
-
4
-
-
80053154554
-
Message-passing algorithm for marginal-MAP estimation
-
J. Jiang and H. Daumé III. Message-passing algorithm for marginal-MAP estimation. In Learning Workshop, 2010.
-
(2010)
Learning Workshop
-
-
Jiang, J.1
Daumé Iii, H.2
-
6
-
-
0002788893
-
A view of the em algorithm that justifies incremental, sparse, and other variants
-
M. Jordan, editor, Kluwer
-
R. Neal and G. E. Hinton. A view of the EM algorithm that justifies incremental, sparse, and other variants. In M. Jordan, editor, Learning in Graphical Models, pages 55-368. Kluwer, 1998.
-
(1998)
Learning in Graphical Models
, pp. 55-368
-
-
Neal, R.1
Hinton, G.E.2
-
7
-
-
26944434018
-
Complexity results and approximation strategies for MAP explanations
-
J. Park and A. Darwiche. Complexity results and approximation strategies for MAP explanations. Journal of Artificial Intelligence Research, 21:101-133, 2004. (Pubitemid 41525899)
-
(2004)
Journal of Artificial Intelligence Research
, vol.21
, pp. 101-133
-
-
Park, J.D.1
Darwiche, A.2
-
9
-
-
65749118363
-
Graphical models exponential families, and variational inference
-
M. Wainwright and M. Jordan. Graphical models, exponential families, and variational inference. Found. Trends Mach. Learn., 1(1-2):1-305, 2008.
-
(2008)
Found. Trends Mach. Learn.
, vol.1
, Issue.1-2
, pp. 1-305
-
-
Wainwright, M.1
Jordan, M.2
-
10
-
-
23744515371
-
A new class of upper bounds on the log partition function
-
DOI 10.1109/TIT.2005.850091
-
M. Wainwright, T. Jaakkola, and A. Willsky. A new class of upper bounds on the log partition function. IEEE Trans. Info. Theory, 51(7):2313-2335, July 2005. (Pubitemid 41136395)
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.7
, pp. 2313-2335
-
-
Wainwright, M.J.1
Jaakkola, T.S.2
Willsky, A.S.3
-
11
-
-
0037516827
-
Treebased reparameterization framework for analysis of sumproduct and related algorithms
-
M. J. Wainwright, T. Jaakkola, and A. S. Willsky. Treebased reparameterization framework for analysis of sumproduct and related algorithms. IEEE Trans. Info. Theory, 45:1120-1146, 2003.
-
(2003)
IEEE Trans. Info. Theory
, vol.45
, pp. 1120-1146
-
-
Wainwright, M.J.1
Jaakkola, T.2
Willsky, A.S.3
-
13
-
-
23744513375
-
Constructing freeenergy approximations and generalized BP algorithms
-
July
-
J. Yedidia, W. Freeman, and Y. Weiss. Constructing freeenergy approximations and generalized BP algorithms. IEEE Trans. Inf. Theory, 51, July 2005.
-
(2005)
IEEE Trans. Inf. Theory
, vol.51
-
-
Yedidia, J.1
Freeman, W.2
Weiss, Y.3
-
14
-
-
0036636878
-
CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation
-
July
-
A. L. Yuille. CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation. Neural Comp., 14(7):1691-1722, July 2002.
-
(2002)
Neural Comp.
, vol.14
, Issue.7
, pp. 1691-1722
-
-
Yuille, A.L.1
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