-
1
-
-
0001699986
-
Asymptotic theory for principal component analysis
-
Anderson, T. W. (1963). Asymptotic theory for principal component analysis. Annals of Mathematical Statistics, 34, 122-148.
-
(1963)
Annals of Mathematical Statistics
, vol.34
, pp. 122-148
-
-
Anderson, T.W.1
-
3
-
-
78651329401
-
Bayesian PCA
-
M. S. Kearns, S. A. Solla, & D. A. Cohn (Eds.), Cambridge, MA: MIT Press
-
Bishop, C. M. (1999). Bayesian PCA. In M. S. Kearns, S. A. Solla, & D. A. Cohn (Eds.), Advances in neural information processing systems, 11. Cambridge, MA: MIT Press.
-
(1999)
Advances in Neural Information Processing Systems
, vol.11
-
-
Bishop, C.M.1
-
4
-
-
0002365852
-
Surface learning with applications to lipreading
-
J. D. Cowan, G. Tesauro, & J. Alspector (Eds.), San Mateo, CA: Morgan Kaufmann
-
Bregler, C., & Omohundro, S. M. (1994). Surface learning with applications to lipreading. In J. D. Cowan, G. Tesauro, & J. Alspector (Eds.), Advances in neural information processing systems, 6 (pp. 43-50). San Mateo, CA: Morgan Kaufmann.
-
(1994)
Advances in Neural Information Processing Systems
, vol.6
, pp. 43-50
-
-
Bregler, C.1
Omohundro, S.M.2
-
6
-
-
84943175777
-
AutoClass: A Bayesian classification system
-
San Mateo, CA: Morgan Kaufmann
-
Cheeseman, P., Kelly, J., Self, M., Stutz, J., Taylor, W., & Freeman, D. (1988). AutoClass: A Bayesian classification system. In Proceedings of the Fifth International Workshop on Machine Learning, Ann Arbor (pp. 54-64). San Mateo, CA: Morgan Kaufmann.
-
(1988)
Proceedings of the Fifth International Workshop on Machine Learning, Ann Arbor
, pp. 54-64
-
-
Cheeseman, P.1
Kelly, J.2
Self, M.3
Stutz, J.4
Taylor, W.5
Freeman, D.6
-
7
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society Series B, 39, 1-38.
-
(1977)
Journal of the Royal Statistical Society Series B
, vol.39
, pp. 1-38
-
-
Dempster, A.P.1
Laird, N.M.2
Rubin, D.B.3
-
8
-
-
0000155356
-
An analysis of the elastic net approach to the traveling salesman problem
-
Durbin, R., Szeliski, R., & Yuille, A. (1989). An analysis of the elastic net approach to the traveling salesman problem. Neural Computation, 1(3), 348-358.
-
(1989)
Neural Computation
, vol.1
, Issue.3
, pp. 348-358
-
-
Durbin, R.1
Szeliski, R.2
Yuille, A.3
-
10
-
-
0032131702
-
Algorithms for model-based gaussian hierarchical clustering
-
Fraley, C. (1998). Algorithms for model-based gaussian hierarchical clustering. SIAM Journal on Scientific Computing, 20(1), 270-281.
-
(1998)
SIAM Journal on Scientific Computing
, vol.20
, Issue.1
, pp. 270-281
-
-
Fraley, C.1
-
11
-
-
0001414599
-
Nonparametric maximum likelihood estimation by the method of sieves
-
Geman, S., & Hwang, C.-R. (1982). Nonparametric maximum likelihood estimation by the method of sieves. Annals of Statistics, 10(2), 401-414.
-
(1982)
Annals of Statistics
, vol.10
, Issue.2
, pp. 401-414
-
-
Geman, S.1
Hwang, C.-R.2
-
13
-
-
84885879587
-
Learning prototype models for tangent distance
-
G. Tesauro, D. Touretzky, & T. Leen (Eds.), Cambridge, MA: MIT Press
-
Hastie, T., & Simard, P. (1995). Learning prototype models for tangent distance. In G. Tesauro, D. Touretzky, & T. Leen (Eds.), Advances in neural information processing systems, 7 (pp. 999-1006). Cambridge, MA: MIT Press.
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
, pp. 999-1006
-
-
Hastie, T.1
Simard, P.2
-
14
-
-
85153963785
-
Recognizing handwritten digits using mixtures of linear models
-
G. Tesauro, D. Touretzky, & T. Leen (Eds.), Cambridge, MA: MIT Press
-
Hinton, G. E., Revow, M., & Dayan, P. (1995). Recognizing handwritten digits using mixtures of linear models. In G. Tesauro, D. Touretzky, & T. Leen (Eds.), Advances in neural information processing systems, 7 (pp. 1015-1022). Cambridge, MA: MIT Press.
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
, pp. 1015-1022
-
-
Hinton, G.E.1
Revow, M.2
Dayan, P.3
-
15
-
-
0032138784
-
Unsupervised texture segmentation in a deterministic annealing framework
-
Hofmann, T., Puzicha, J., & Buhmann, J. M. (1998). Unsupervised texture segmentation in a deterministic annealing framework. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(8), 803-818.
-
(1998)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.20
, Issue.8
, pp. 803-818
-
-
Hofmann, T.1
Puzicha, J.2
Buhmann, J.M.3
-
16
-
-
0003317812
-
Fast non-linear dimension reduction
-
J. D. Cowan, G. Tesauro, & J. Alspector (Eds.), San Mateo, CA: Morgan Kaufmann
-
Kambhaltla, N., & Leen, T. K. (1994). Fast non-linear dimension reduction. In J. D. Cowan, G. Tesauro, & J. Alspector (Eds.), Advances in neural information processing systems, 6 (pp. 152-159). San Mateo, CA: Morgan Kaufmann.
-
(1994)
Advances in Neural Information Processing Systems
, vol.6
, pp. 152-159
-
-
Kambhaltla, N.1
Leen, T.K.2
-
17
-
-
6344235947
-
-
AT&T Labs-Research. Available online at
-
LeCun, Y. (1998). The MNIST database of handwritten digits. AT&T Labs-Research. Available online at: http://www.research.att.com/~yann/ocr/mnist/ index.html.
-
(1998)
The MNIST Database of Handwritten Digits
-
-
LeCun, Y.1
-
19
-
-
84947562230
-
Initializing the EM algorithm for use in gaussian mixture modelling
-
E. S. Gelsema & L. N. Kanal (Eds.), Amsterdam: Elsevier
-
McKenzie, P., & Alder, M. (1994). Initializing the EM algorithm for use in gaussian mixture modelling. In E. S. Gelsema & L. N. Kanal (Eds.), Pattern recognition in practice IV (pp. 91-105). Amsterdam: Elsevier.
-
(1994)
Pattern Recognition in Practice
, vol.4
, pp. 91-105
-
-
McKenzie, P.1
Alder, M.2
-
20
-
-
0031188771
-
Probabilistic visual learning for object representation
-
Moghaddam, B., & Pentland, A. (1997). Probabilistic visual learning for object representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(7), 696-710.
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, Issue.7
, pp. 696-710
-
-
Moghaddam, B.1
Pentland, A.2
-
21
-
-
0032122727
-
Averaging, maximum penalized likelihood and Bayesian estimation for improving gaussian mixture probability density estimates
-
Ormoneit, D., & Tresp, V. (1998). Averaging, maximum penalized likelihood and Bayesian estimation for improving gaussian mixture probability density estimates. IEEE Transactions on Neural Networks, 9(4), 639-650.
-
(1998)
IEEE Transactions on Neural Networks
, vol.9
, Issue.4
, pp. 639-650
-
-
Ormoneit, D.1
Tresp, V.2
-
24
-
-
0032205609
-
Bayesian approaches to gaussian mixture modeling
-
Roberts, S. J., Husmeier, D., Rezek, I., & Penny, W. (1998). Bayesian approaches to gaussian mixture modeling. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(11), 1133-1142.
-
(1998)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.20
, Issue.11
, pp. 1133-1142
-
-
Roberts, S.J.1
Husmeier, D.2
Rezek, I.3
Penny, W.4
-
25
-
-
0000389568
-
Statistical mechanics and phase transitions in clustering
-
Rose, K., Gurewitz, E., &Fox, G. C. (1990). Statistical mechanics and phase transitions in clustering. Physical Review Letters, 65(8), 945-948.
-
(1990)
Physical Review Letters
, vol.65
, Issue.8
, pp. 945-948
-
-
Rose, K.1
Gurewitz, E.2
Fox, G.C.3
-
26
-
-
84899025015
-
Vector quantization by deterministic annealing
-
Rose, K., Gurewitz, E., & Fox, G. C. (1992). Vector quantization by deterministic annealing. IEEE Transactions on Information Theory, 38(4), 1249-1257.
-
(1992)
IEEE Transactions on Information Theory
, vol.38
, Issue.4
, pp. 1249-1257
-
-
Rose, K.1
Gurewitz, E.2
Fox, G.C.3
-
27
-
-
0033556862
-
A unifying review of linear gaussian models
-
Roweis, S., & Ghahramani, Z. (1999). A unifying review of linear gaussian models. Neural Computation, 11(2), 305-345.
-
(1999)
Neural Computation
, vol.11
, Issue.2
, pp. 305-345
-
-
Roweis, S.1
Ghahramani, Z.2
-
29
-
-
0033556788
-
Mixtures of probabilistic principal component analysers
-
Tipping, M. E., & Bishop, C. M. (1999). Mixtures of probabilistic principal component analysers. Neural Computation, 21(2), 443-482.
-
(1999)
Neural Computation
, vol.21
, Issue.2
, pp. 443-482
-
-
Tipping, M.E.1
Bishop, C.M.2
-
31
-
-
0040281371
-
Phase transitions and the perceptual organization of video sequences
-
M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Cambridge, MA: MIT Press
-
Weiss, Y. (1998). Phase transitions and the perceptual organization of video sequences, in M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Advances in neural information processing systems, 10. Cambridge, MA: MIT Press.
-
(1998)
Advances in Neural Information Processing Systems
, vol.10
-
-
Weiss, Y.1
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