-
1
-
-
84862303719
-
Spectral dimensionality reduction
-
Y. Bengio, O. Delalleau, N. L. Roux, J.-F. Paiement, P. Vincent, and M. Ouimet. Spectral Dimensionality Reduction. Cirano working papers, CIRANO, 2004.
-
(2004)
Cirano Working Papers CIRANO
-
-
Bengio, Y.1
Delalleau, O.2
Roux, N.L.3
Paiement, J.-F.4
Vincent, P.5
Ouimet, M.6
-
2
-
-
77956498383
-
Distance dependent Chinese restaurant processes
-
D. M. Blei and P. I. Frazier. Distance dependent Chinese restaurant processes. In ICML, 2010.
-
(2010)
ICML
-
-
Blei, D.M.1
Frazier, P.I.2
-
4
-
-
12244256379
-
Kernel kmeans: Spectral clustering and normalized cuts
-
ACM
-
I. S. Dhillon, Y. Guan, and B. Kulis. Kernel kmeans: spectral clustering and normalized cuts. In KDD 2004, pages 551-556. ACM, 2004.
-
(2004)
KDD 2004
, pp. 551-556
-
-
Dhillon, I.S.1
Guan, Y.2
Kulis, B.3
-
5
-
-
77953583488
-
A Bayesian model for simultaneous image clustering, annotation and object segmentation
-
L. Du, L. Ren, D. Dunson, and L. Carin. A Bayesian model for simultaneous image clustering, annotation and object segmentation. NIPS 22, 2009.
-
(2009)
NIPS
, vol.22
-
-
Du, L.1
Ren, L.2
Dunson, D.3
Carin, L.4
-
6
-
-
0001120413
-
A bayesian analysis of some nonparametric problems
-
T. S. Ferguson. A Bayesian Analysis of Some Nonparametric Problems. The Annals of Statistics, 1(2):209-230, 1973.
-
(1973)
The Annals of Statistics
, vol.1
, Issue.2
, pp. 209-230
-
-
Ferguson, T.S.1
-
7
-
-
0032269108
-
How many clusters? Which clustering method? answers via model- based cluster analysis
-
C. Fraley and A. E. Raftery. How Many Clusters? Which Clustering Method? Answers Via Model- Based Cluster Analysis. The Computer Journal, 41:578-588, 1998.
-
(1998)
The Computer Journal
, vol.41
, pp. 578-588
-
-
Fraley, C.1
Raftery, A.E.2
-
8
-
-
0004012196
-
-
Chapman & Hall/CRC, 2 edition, July
-
A. Gelman, J. B. Carlin, H. S. Stern, and D. B. Rubin. Bayesian Data Analysis, Second Edition. Chapman & Hall/CRC, 2 edition, July 2003.
-
(2003)
Bayesian Data Analysis, Second Edition
-
-
Gelman, A.1
Carlin, J.B.2
Stern, H.S.3
Rubin, D.B.4
-
9
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
July
-
G. E. Hinton and R. R. Salakhutdinov. Reducing the Dimensionality of Data with Neural Networks. Science, 313(5786):504-507, July 2006.
-
(2006)
Science
, vol.313
, Issue.5786
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.R.2
-
11
-
-
34548583274
-
A tutorial on spectral clustering
-
U. Luxburg. A tutorial on spectral clustering. Statistics and Computing, 17(4):395-416, 2007.
-
(2007)
Statistics and Computing
, vol.17
, Issue.4
, pp. 395-416
-
-
Luxburg, U.1
-
12
-
-
9444274777
-
Comparing clusterings by the variation of information
-
M. Meila. Comparing Clusterings by the Variation of Information. In Learning Theory and Kernel Machines, pages 173-187, 2003.
-
(2003)
Learning Theory and Kernel Machines
, pp. 173-187
-
-
Meila, M.1
-
14
-
-
77950032550
-
Markov chain sampling methods for Dirichlet process mixture models
-
R. M. Neal. Markov chain sampling methods for Dirichlet process mixture models. Journal of Computational and Graphical Statistics, 9:249-265, 2000.
-
(2000)
Journal of Computational and Graphical Statistics
, vol.9
, pp. 249-265
-
-
Neal, R.M.1
-
15
-
-
0041875229
-
On spectral clustering: Analysis and an algorithm
-
MIT Press
-
A. Ng, M. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. In NIPS 14. MIT Press, 2001.
-
(2001)
NIPS
, vol.14
-
-
Ng, A.1
Jordan, M.2
Weiss, Y.3
-
16
-
-
0242641721
-
-
volume 1875 of Lecture Notes in Mathematics. Springer-Verlag
-
J. Pitman. Combinatorial stochastic processes, volume 1875 of Lecture Notes in Mathematics. Springer-Verlag, 2006.
-
(2006)
Combinatorial Stochastic Processes
-
-
Pitman, J.1
-
17
-
-
79955803023
-
The infinite Gaussian mixture model
-
C. E. Rasmussen. The infinite Gaussian mixture model. In NIPS 12, volume 12, pages 554-560, 2000.
-
(2000)
NIPS 12
, vol.12
, pp. 554-560
-
-
Rasmussen, C.E.1
-
18
-
-
33745451385
-
The author-topic model for authors and documents
-
M. Rosen-Zvi, T. Griffiths, M. Steyvers, and P. Smyth. The author-topic model for authors and documents. In UAI 2004, pages 487-494, 2004.
-
(2004)
UAI 2004
, pp. 487-494
-
-
Rosen-Zvi, M.1
Griffiths, T.2
Steyvers, M.3
Smyth, P.4
-
19
-
-
39749186647
-
Describing visual scenes using transformed objects and parts
-
May
-
E. Sudderth, A. Torralba, W. Freeman, and A. Willsky. Describing Visual Scenes Using Transformed Objects and Parts. IJCV, 77(1):291-330, May 2008.
-
(2008)
IJCV
, vol.77
, Issue.1
, pp. 291-330
-
-
Sudderth, E.1
Torralba, A.2
Freeman, W.3
Willsky, A.4
-
21
-
-
77953223152
-
Shared segmentation of natural scenes using dependent pitman-yor processes
-
E. B. Sudderth and M. I. Jordan. Shared Segmentation of Natural Scenes Using Dependent Pitman-yor Processes. In NIPS, 2008.
-
(2008)
NIPS
-
-
Sudderth, E.B.1
Jordan, M.I.2
-
22
-
-
33749249312
-
Hierarchical dirichlet processes
-
Y. W. Teh, M. I. Jordan, M. J. Beal, and D. M. Blei. Hierarchical Dirichlet processes. Journal of the American Statistical Association, 101(476):1566-1581, 2006.
-
(2006)
Journal of the American Statistical Association
, vol.101
, Issue.476
, pp. 1566-1581
-
-
Teh, Y.W.1
Jordan, M.I.2
Beal, M.J.3
Blei, D.M.4
-
23
-
-
33749565782
-
Topics over time: A non-Markov continuous-time model of topical trends
-
ACM
-
X. Wang and A. McCallum. Topics over time: a non-Markov continuous-time model of topical trends. In KDD 2006, pages 424-433. ACM, 2006.
-
(2006)
KDD 2006
, pp. 424-433
-
-
Wang, X.1
McCallum, A.2
-
24
-
-
54049132069
-
A nonparametric Bayesian alternative to spike sorting
-
F. Wood and M. Black. A nonparametric Bayesian alternative to spike sorting. Journal of Neuroscience Methods, 173, 2008.
-
(2008)
Journal of Neuroscience Methods
, vol.173
-
-
Wood, F.1
Black, M.2
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