-
1
-
-
54949158140
-
Entropy of hidden markov processes via cycle expansion
-
A. E. Allahverdyan, Entropy of Hidden Markov Processes via Cycle Expansion, J. Stat. Phys. 133, 535 (2008).
-
(2008)
J. Stat. Phys.
, vol.133
, pp. 535
-
-
Allahverdyan, A.E.1
-
2
-
-
80053133843
-
On maximum a posteriori estimation of hidden markov processes
-
A.E. Allahverdyan and A. Galstyan, On Maximum a Posteriori Estimation of Hidden Markov Processes, Proc. of UAI, (2009).
-
(2009)
Proc. of UAI
-
-
Allahverdyan, A.E.1
Galstyan, A.2
-
5
-
-
0000342467
-
Statistical inference for probabilistic functions of finite state Markov chains
-
L. E. Baum and T. Petrie, Statistical inference for probabilistic functions of finite state Markov chains, Ann. Math. Stat. 37, 1554 (1966).
-
(1966)
Ann. Math. Stat.
, vol.37
, pp. 1554
-
-
Baum, L.E.1
Petrie, T.2
-
6
-
-
16344386984
-
Estimation of stochastic context-free grammars and their use as language models
-
J.M. Benedi, J.A. Sanchez, Estimation of stochastic context-free grammars and their use as language models, Comp. Speech and Lang. 19, pp. 249-274 (2005).
-
(2005)
Comp. Speech and Lang.
, vol.19
, pp. 249-274
-
-
Benedi, J.M.1
Sanchez, J.A.2
-
7
-
-
0001259206
-
On the identifiability problem for functions of finite Markov chains
-
D. Blackwell and L. Koopmans, On the identifiability problem for functions of finite Markov chains, Ann. Math. Statist. 28, 1011 (1957).
-
(1957)
Ann. Math. Statist.
, vol.28
, pp. 1011
-
-
Blackwell, D.1
Koopmans, L.2
-
8
-
-
84859976571
-
Viterbi training for PCFGs: Hardness results and competitiveness of uniform initialization
-
S. B. Cohen and N. A. Smith, Viterbi training for PCFGs: Hardness results and competitiveness of uniform initialization, Procs. of ACL (2010).
-
(2010)
Procs. of ACL
-
-
Cohen, S.B.1
Smith, N.A.2
-
10
-
-
84921862731
-
Lyapunov indices of a product of random matrices
-
L.Y. Goldsheid and G.A. Margulis, Lyapunov indices of a product of random matrices, Russ. Math. Surveys 44, 11 (1989).
-
(1989)
Russ. Math. Surveys
, vol.44
, pp. 11
-
-
Goldsheid, L.Y.1
Margulis, G.A.2
-
11
-
-
35748977901
-
Universally sloppy parameter sensitivities in systems biology models
-
R. N. Gutenkunst et al., Universally Sloppy Parameter Sensitivities in Systems Biology Models, PLoS Computational Biology, 3, 1871 (2007).
-
(2007)
PLoS Computational Biology
, vol.3
, pp. 1871
-
-
Gutenkunst, R.N.1
-
12
-
-
33947364296
-
Analyticity of entropy rate of hidden Markov chains
-
G. Han and B. Marcus, Analyticity of entropy rate of hidden Markov chains, IEEE Trans. Inf. Th., 52, 5251 (2006).
-
(2006)
IEEE Trans. Inf. Th.
, vol.52
, pp. 5251
-
-
Han, G.1
Marcus, B.2
-
13
-
-
0004151494
-
-
Cambridge University Press, New Jersey, USA
-
R. A. Horn and C. R. Johnson, Matrix Analysis (Cambridge University Press, New Jersey, USA, 1985).
-
(1985)
Matrix Analysis
-
-
Horn, R.A.1
Johnson, C.R.2
-
14
-
-
0026837871
-
Identifiability of hidden markov information sources
-
H. Ito, S. Amari, and K. Kobayashi, Identifiability of Hidden Markov Information Sources, IEEE Trans. Inf. Th., 38, 324 (1992).
-
(1992)
IEEE Trans. Inf. Th.
, vol.38
, pp. 324
-
-
Ito, H.1
Amari, S.2
Kobayashi, K.3
-
16
-
-
0025493667
-
The segmental k-means algorithm for estimating parameters of hidden Markov models
-
B. H. Juang and L. R. Rabiner, The segmental k-means algorithm for estimating parameters of hidden Markov models, IEEE Trans. Acoustics, Speech, and Signal Processing, ASSP-38, no.9, pp.1639-1641, (1990).
-
(1990)
IEEE Trans. Acoustics, Speech, and Signal Processing
, vol.ASSP-38
, Issue.9
, pp. 1639-1641
-
-
Juang, B.H.1
Rabiner, L.R.2
-
17
-
-
0001572082
-
Maximum-likelihood estimation for hidden markov models
-
B. G. Leroux, Maximum-Likelihood Estimation for Hidden Markov Models, Stochastic Processes and Their Applications, 40, 127 (1992).
-
(1992)
Stochastic Processes and Their Applications
, vol.40
, pp. 127
-
-
Leroux, B.G.1
-
18
-
-
0026223168
-
Maximum likelihood hidden Markov modeling using a dominant sequence of states
-
N. Merhav and Y. Ephraim, Maximum likelihood hidden Markov modeling using a dominant sequence of states, IEEE Transactions on Signal Processing, vol.39, no.9, pp.2111-2115 (1991).
-
(1991)
IEEE Transactions on Signal Processing
, vol.39
, Issue.9
, pp. 2111-2115
-
-
Merhav, N.1
Ephraim, Y.2
-
19
-
-
1542285356
-
Restoration of single-channel currents using the segmental k-means method based on hidden Markov modeling
-
F. Qin, Restoration of single-channel currents using the segmental k-means method based on hidden Markov modeling, Biophys J 86, 14881501 (2004).
-
(2004)
Biophys J
, vol.86
, pp. 14881501
-
-
Qin, F.1
-
20
-
-
0024610919
-
A tutorial on hidden Markov models and selected applications in speech recognition
-
L. R. Rabiner, A tutorial on hidden Markov models and selected applications in speech recognition, Proc. IEEE, 77, 257 (1989).
-
(1989)
Proc. IEEE
, vol.77
, pp. 257
-
-
Rabiner, L.R.1
-
21
-
-
35248844193
-
Comparative study of the baum-welch and viterbi training algorithms, pattern recognition and image analysis
-
L. J. Rodriguez and I. Torres, Comparative Study of the Baum-Welch and Viterbi Training Algorithms, Pattern Recognition and Image Analysis, Lecture Notes in Computer Science, 2652/2003, 847 (2003).
-
(2003)
Lecture Notes in Computer Science
, vol.2652
, Issue.2003
, pp. 847
-
-
Rodriguez, L.J.1
Torres, I.2
-
23
-
-
85162536744
-
Comparison between the inside-outside algorithm and the Viterbi algorithm for stochastic context-free grammars
-
J. Sanchez, J. Benedi, F. Casacuberta, Comparison between the inside-outside algorithm and the Viterbi algorithm for stochastic context-free grammars, in Adv. in Struct. and Synt. Pattern Recognition (1996).
-
(1996)
Adv. in Struct. and Synt. Pattern Recognition
-
-
Sanchez, J.1
Benedi, J.2
Casacuberta, F.3
-
25
-
-
84859998316
-
Efficient optimization of an MDL-inspired objective function for unsupervised part-of-speech tagging
-
A. Vaswani, A. Pauls, and D. Chiang, Efficient optimization of an MDL-inspired objective function for unsupervised part-of-speech tagging, in Proc. ACL (2010).
-
(2010)
Proc. ACL
-
-
Vaswani, A.1
Pauls, A.2
Chiang, D.3
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