-
1
-
-
51949107569
-
Learning from sparse data by exploiting monotonicity constraints
-
E. E. Altendorf, A. C. Restificar, and T. G. Dietterich. Learning from sparse data by exploiting monotonicity constraints. In UAI, pages 18-26, 2005.
-
(2005)
UAI
, pp. 18-26
-
-
Altendorf, E.E.1
Restificar, A.C.2
Dietterich, T.G.3
-
2
-
-
24644474838
-
Recognizing facial expression: Machine learning and application to spontaneous behavior
-
M. S. Bartlett, G. Littlewort, M. G. Frank, C. Lainscsek, I. Fasel, and R. Movellan. Recognizing facial expression: Machine learning and application to spontaneous behavior. CVPR, 2:568-573, 2005.
-
(2005)
CVPR
, vol.2
, pp. 568-573
-
-
Bartlett, M.S.1
Littlewort, G.2
Frank, M.G.3
Lainscsek, C.4
Fasel, I.5
Movellan, R.6
-
3
-
-
0031273462
-
Adaptive probabilistic networks with hidden variables
-
J. Binder, D. Koller, S. Russell, and K. Kanazawa. Adaptive probabilistic networks with hidden variables. Machine Learning, pages 213-244, 1997.
-
(1997)
Machine Learning
, pp. 213-244
-
-
Binder, J.1
Koller, D.2
Russell, S.3
Kanazawa, K.4
-
4
-
-
0141860866
-
Semisupervised learning of classifiers: Theory, algorithms, and their application to human-computer interaction
-
I. Cohen, N. Sebe, L. Chen, A. Garg, and T. S. Huang. Semisupervised learning of classifiers: Theory, algorithms, and their application to human-computer interaction. Computer Vision and Image Understanding, 91:160-187, 2003.
-
(2003)
Computer Vision and Image Understanding
, vol.91
, pp. 160-187
-
-
Cohen, I.1
Sebe, N.2
Chen, L.3
Garg, A.4
Huang, T.S.5
-
5
-
-
85131710657
-
-
C. P. de Campos and F. G. Cozman. Belief updating and learning in semi-qualitative probabilistic networks. In UAI, 2005.
-
C. P. de Campos and F. G. Cozman. Belief updating and learning in semi-qualitative probabilistic networks. In UAI, 2005.
-
-
-
-
7
-
-
0003665481
-
-
A. Doucet, N. de Freitas, and N. Gordon, editors, Springer-Verlag, New York
-
A. Doucet, N. de Freitas, and N. Gordon, editors. Sequential Monte Carlo Methods In Practice. Springer-Verlag, New York, 2001.
-
(2001)
Sequential Monte Carlo Methods In Practice
-
-
-
9
-
-
33750192333
-
The information bottleneck EM algorithm
-
G. Elidan and N. Friedman. The information bottleneck EM algorithm. UAI, pages 200-209, 2003.
-
(2003)
UAI
, pp. 200-209
-
-
Elidan, G.1
Friedman, N.2
-
10
-
-
0036931049
-
Data perturbation for escaping local maxima in learning
-
G. Elidan, M. Ninio, N. Friedman, and D. Schuurmans. Data perturbation for escaping local maxima in learning. AAAI, pages 132-139, 2002.
-
(2002)
AAAI
, pp. 132-139
-
-
Elidan, G.1
Ninio, M.2
Friedman, N.3
Schuurmans, D.4
-
12
-
-
0031510558
-
A characterization of the Dirichlet distribution through global and local parameter independence
-
D. Geiger and D. Heckerman. A characterization of the Dirichlet distribution through global and local parameter independence. The Annals of Statistics, 25:1344-1369, 1999.
-
(1999)
The Annals of Statistics
, vol.25
, pp. 1344-1369
-
-
Geiger, D.1
Heckerman, D.2
-
13
-
-
0002370418
-
A tutorial on learning with Bayesian networks
-
M. Jordan, editor, MIT Press, Cambridge, MA
-
D. Heckerman. A tutorial on learning with Bayesian networks. In M. Jordan, editor, Learning in Graphic Models. MIT Press, Cambridge, MA, 1999.
-
(1999)
Learning in Graphic Models
-
-
Heckerman, D.1
-
15
-
-
0042420088
-
Comprehensive database for facial expression analysis
-
T. Kanade, J. F. Cohn, and Y. Tian. Comprehensive database for facial expression analysis. Proc. of FG00, 2000.
-
(2000)
Proc. of FG00
-
-
Kanade, T.1
Cohn, J.F.2
Tian, Y.3
-
17
-
-
33845578202
-
Real-time semi-automatic segmentation using a Bayesian network
-
E. N. Mortensen and J. Jia. Real-time semi-automatic segmentation using a Bayesian network. CVPR, 2006.
-
(2006)
CVPR
-
-
Mortensen, E.N.1
Jia, J.2
-
18
-
-
79960147394
-
A theoretical framework for learning Bayesian networks with parameter inequality constraints
-
R. S. Niculescu, T. M. Mitchell, and R. B. Rao. A theoretical framework for learning Bayesian networks with parameter inequality constraints. In IJCAI, 2007.
-
(2007)
IJCAI
-
-
Niculescu, R.S.1
Mitchell, T.M.2
Rao, R.B.3
-
19
-
-
33845575115
-
Multi-target tracking - linking identities using Bayesian network inference
-
P. Nillius, J. Sullivan, and S. Carlsson. Multi-target tracking - linking identities using Bayesian network inference. CVPR, 2006.
-
(2006)
CVPR
-
-
Nillius, P.1
Sullivan, J.2
Carlsson, S.3
-
20
-
-
33845590423
-
Inferring facial action units with causal relations
-
Y. Tong, W. Liao, and Q. Ji. Inferring facial action units with causal relations. CVPR, 2006.
-
(2006)
CVPR
-
-
Tong, Y.1
Liao, W.2
Ji, Q.3
-
21
-
-
38049075481
-
Exploiting qualitative knowledge in the learning of conditional probabilities of Bayesian networks
-
F. Wittig and A. Jameson. Exploiting qualitative knowledge in the learning of conditional probabilities of Bayesian networks. UAI, pages 644-652, 2000.
-
(2000)
UAI
, pp. 644-652
-
-
Wittig, F.1
Jameson, A.2
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