-
1
-
-
0039259563
-
Parameter estimation for hidden Markov chains
-
(invited revision), submitted
-
Archer, G.E.B., Titterington, D.M., 1997. Parameter estimation for hidden Markov chains. Statist. Comput. (invited revision), submitted.
-
(1997)
Statist. Comput.
-
-
Archer, G.E.B.1
Titterington, D.M.2
-
2
-
-
0000192916
-
The foundations of factor analysis
-
Bartholomew, D.J., 1984. The foundations of factor analysis. Biometrika 71, 221-232.
-
(1984)
Biometrika
, vol.71
, pp. 221-232
-
-
Bartholomew, D.J.1
-
3
-
-
0000582521
-
Statistical analysis of non-lattice data
-
Besag, J., 1975. Statistical analysis of non-lattice data. The Statistician 24, 179-195.
-
(1975)
The Statistician
, vol.24
, pp. 179-195
-
-
Besag, J.1
-
4
-
-
0003756375
-
-
MIT Press, Cambridge, MA
-
Bishop, Y.M.M., Fienberg, S.E., Holland, P.W., 1975. Discrete Multivariate Analysis. MIT Press, Cambridge, MA.
-
(1975)
Discrete Multivariate Analysis
-
-
Bishop, Y.M.M.1
Fienberg, S.E.2
Holland, P.W.3
-
5
-
-
84972539015
-
Neural networks: A review from a statistical perspective
-
Cheng, B., Titterington, D.M., 1994. Neural networks: a review from a statistical perspective (with discussion). Statist. Sci. 9, 2-54.
-
(1994)
Statist. Sci.
, vol.9
, pp. 2-54
-
-
Cheng, B.1
Titterington, D.M.2
-
6
-
-
0002629270
-
Maximum likelihood estimation from incomplete data via the EM algorithm
-
Dempster, A.P., Laird, N.M., Rubin, D.B., 1997. Maximum likelihood estimation from incomplete data via the EM algorithm (with discussion). J. Roy. Statist. Soc. Ser. B 39, 1-38.
-
(1997)
J. Roy. Statist. Soc. Ser. B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
7
-
-
84898997996
-
On a modification to the mean-field EM algorithm in factorial learning
-
Mozer, M.C., Jordan, M.I., Petche, T. (Eds.). MIT Press, Cambridge, MA
-
Dunmur, A.P., Titterington, D.M., 1997. On a modification to the mean-field EM algorithm in factorial learning. In: Mozer, M.C., Jordan, M.I., Petche, T. (Eds.), Advances in Neural Information Processing Systems 9. MIT Press, Cambridge, MA, pp. 431-437.
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
, pp. 431-437
-
-
Dunmur, A.P.1
Titterington, D.M.2
-
8
-
-
0004354014
-
Analysis of latent structure models with multidimensional latent variables
-
Kay, J.W., Titterington, D.M. (Eds.). Oxford University Press, Oxford, to appear
-
Dunmur, A.P., Titterington, D.M., 1998. Analysis of latent structure models with multidimensional latent variables. In: Kay, J.W., Titterington, D.M. (Eds.), Statistics and Neural Networks: Recent Advances at the Interface. Oxford University Press, Oxford, to appear.
-
(1998)
Statistics and Neural Networks: Recent Advances at the Interface
-
-
Dunmur, A.P.1
Titterington, D.M.2
-
9
-
-
0000258816
-
Factorial learning and the EM algorithm
-
Tesauro, G., Touretzky, D.S., Leen, T.K. (Eds.). MIT Press, Cambridge, MA
-
Ghahramani, Z., 1995. Factorial learning and the EM algorithm. In: Tesauro, G., Touretzky, D.S., Leen, T.K. (Eds.), Advances in Neural Information Processing Systems 7. MIT Press, Cambridge, MA.
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
-
-
Ghahramani, Z.1
-
10
-
-
85156254941
-
Factorial hidden Markov models
-
Touretzky, D.S., Mozer, M.S., Hasselmo, M.E. (Eds.). MIT Press, Cambridge, MA
-
Ghahramani, Z., Jordan, M.I., 1996. Factorial hidden Markov models. In: Touretzky, D.S., Mozer, M.S., Hasselmo, M.E. (Eds.), Advances in Neural Information Processing Systems 8. MIT Press, Cambridge, MA, pp. 472-478.
-
(1996)
Advances in Neural Information Processing Systems
, vol.8
, pp. 472-478
-
-
Ghahramani, Z.1
Jordan, M.I.2
-
11
-
-
0012305994
-
Three multivariate models: Factor analysis, latent structure analysis and latent profile analysis
-
Gibson, W.A., 1959. Three multivariate models: factor analysis, latent structure analysis and latent profile analysis. Psychometrika 24, 229-252.
-
(1959)
Psychometrika
, vol.24
, pp. 229-252
-
-
Gibson, W.A.1
-
13
-
-
0002834189
-
Autoencoders, minimum description length and Helmholtz free energy
-
Cowan, J.D., Tesauro, G., Alspector, J. (Eds.). Morgan Kaufmann, San Mateo, CA
-
Hinton, G.E., Zemel, R.S., 1994. Autoencoders, minimum description length and Helmholtz free energy. In: Cowan, J.D., Tesauro, G., Alspector, J. (Eds.), Advances in Neural Information Processing Systems 6. Morgan Kaufmann, San Mateo, CA, pp. 3-10.
-
(1994)
Advances in Neural Information Processing Systems
, vol.6
, pp. 3-10
-
-
Hinton, G.E.1
Zemel, R.S.2
-
14
-
-
0037926209
-
On the arbitrary nature of latent variables
-
von Eye, A., Clogg, C.C. (Eds.). Applications for Developmental Research. Sage, Thousand Oaks, CA
-
Molenaar, P.C.M., von Eye, A., 1994. On the arbitrary nature of latent variables. In: von Eye, A., Clogg, C.C. (Eds.), Latent Variables Analysis. Applications for Developmental Research. Sage, Thousand Oaks, CA, pp. 225-242.
-
(1994)
Latent Variables Analysis
, pp. 225-242
-
-
Molenaar, P.C.M.1
Von Eye, A.2
-
15
-
-
0002210265
-
On the convergence properties of the EM algorithm
-
Wu, C.F.J., 1983. On the convergence properties of the EM algorithm. Ann. Statist. 11, 95-103.
-
(1983)
Ann. Statist.
, vol.11
, pp. 95-103
-
-
Wu, C.F.J.1
-
16
-
-
0026938712
-
The mean-field theory in EM procedures for Markov random fields
-
Zhang, J., 1992. The mean-field theory in EM procedures for Markov random fields. I.E.E.E. Trans. Signal Process. 40, 2570-2583.
-
(1992)
I.E.E.E. Trans. Signal Process
, vol.40
, pp. 2570-2583
-
-
Zhang, J.1
-
17
-
-
0027308049
-
The mean-field theory in EM procedures for blind Markov random field image restoration
-
Zhang, J., 1993. The mean-field theory in EM procedures for blind Markov random field image restoration. I.E.E.E. Trans. Image Process. 2, 27-40.
-
(1993)
I.E.E.E. Trans. Image Process
, vol.2
, pp. 27-40
-
-
Zhang, J.1
|