-
1
-
-
9444249622
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
University of Chicago, Department of Computer Science
-
Belkin, M., Niyogi, P.: Laplacian eigenmaps for dimensionality reduction and data representation. Technical Report TR-2002-01, University of Chicago, Department of Computer Science (2002)
-
(2002)
Technical Report
, vol.TR-2002-01
-
-
Belkin, M.1
Niyogi, P.2
-
2
-
-
33644985870
-
Visualizing Mercer kernel feature spaces via kernelized locally-linear embeddings
-
Shanghai, China.
-
DeCoste, D.: Visualizing Mercer kernel feature spaces via kernelized locally-linear embeddings. In: Proc. of the 8th Int. Conf. on Neural Information Processing, Shanghai, China. (2001)
-
(2001)
Proc. of the 8th Int. Conf. on Neural Information Processing
-
-
DeCoste, D.1
-
3
-
-
0037948870
-
Hessian eigenmaps: New locally linear embedding techniques for high-dimensional data
-
Donoho, D., Grimes, G.: Hessian eigenmaps: new locally linear embedding techniques for high-dimensional data. Proc. of National Academy of Sciences 100 (2003) 5591-5596
-
(2003)
Proc. of National Academy of Sciences
, vol.100
, pp. 5591-5596
-
-
Donoho, D.1
Grimes, G.2
-
4
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
Roweis, S., Saul, L.: Nonlinear dimensionality reduction by locally linear embedding. Science 290 (2000) 2323-2326
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.1
Saul, L.2
-
5
-
-
0034704229
-
A global geometric framework for non-linear dimensionality reduction
-
Tenenbaum, J., de Silva, V., Langford, J.: A global geometric framework for non-linear dimensionality reduction. Science 290 (2000) 2319-2323
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.1
De Silva, V.2
Langford, J.3
-
6
-
-
2942555399
-
Nonlinear manifold learning for data stream
-
Berry, M., Dayal, U., Kamath, C., Skillicorn, D., eds.: Lake Buena Vista, Florida, USA
-
Law, M., Zhang, N., Jain, A.: Nonlinear manifold learning for data stream. In Berry, M., Dayal, U., Kamath, C., Skillicorn, D., eds.: Proc. of the 4th SIAM International Conference on Data Mining, Lake Buena Vista, Florida, USA. (2004) 33-44
-
(2004)
Proc. of the 4th SIAM International Conference on Data Mining
, pp. 33-44
-
-
Law, M.1
Zhang, N.2
Jain, A.3
-
7
-
-
33947233031
-
Out-of-sample extensions for Ile, isomap, mds, eigenmaps, and spectral clustering
-
Thrun, S., Saul, L., Schölkopf, B., eds.: Cambridge, MA, MIT Press
-
Bengio, Y., Paiement, J.F., Vincent, P., Delalleau, O., Le Roux, N., Ouimet, M.: Out-of-sample extensions for Ile, isomap, mds, eigenmaps, and spectral clustering. In Thrun, S., Saul, L., Schölkopf, B., eds.: Advances in Neural Information Processing Systems 16, Cambridge, MA, MIT Press (2004)
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
-
-
Bengio, Y.1
Paiement, J.F.2
Vincent, P.3
Delalleau, O.4
Le Roux, N.5
Ouimet, M.6
-
8
-
-
20544461502
-
Beyond locally linear embedding algorithm
-
University of Oulu
-
Kouropteva, O., Okun, O., Hadid, A., Soriano, M., Marcos, S., Pietikäinen, M.: Beyond locally linear embedding algorithm. Technical Report MVG-01-2002, University of Oulu (2002)
-
(2002)
Technical Report
, vol.MVG-01-2002
-
-
Kouropteva, O.1
Okun, O.2
Hadid, A.3
Soriano, M.4
Marcos, S.5
Pietikäinen, M.6
-
9
-
-
2342517502
-
Think globally, fit locally: Unsupervised learning of nonlinear manifolds
-
Saul, L., Roweis, S.: Think globally, fit locally: unsupervised learning of nonlinear manifolds. Journal of Machine Learning Research 4 (2003) 119-155
-
(2003)
Journal of Machine Learning Research
, vol.4
, pp. 119-155
-
-
Saul, L.1
Roweis, S.2
-
10
-
-
11144348146
-
Selection of the optimal parameter value for the locally linear embedding algorithm
-
Singapore
-
Kouropteva, O., Okun, O., Pietikäinen, M.: Selection of the optimal parameter value for the locally linear embedding algorithm. In: Proc. of 2002 Int. Conf. on Fuzzy Systems and Knowledge Discovery, Singapore. (2002) 359-363
-
(2002)
Proc. of 2002 Int. Conf. on Fuzzy Systems and Knowledge Discovery
, pp. 359-363
-
-
Kouropteva, O.1
Okun, O.2
Pietikäinen, M.3
-
11
-
-
19944404611
-
Locally linear embedding for classification
-
Delft University of Technology
-
de Ridder, D., Duin, R.: Locally linear embedding for classification. Technical Report PH-2002-01, Delft University of Technology (2002)
-
(2002)
Technical Report
, vol.PH-2002-01
-
-
De Ridder, D.1
Duin, R.2
-
13
-
-
18744388753
-
Templates for the solution of algebraic eigenvalue problems
-
Philadelphia
-
Bai, Z., Demmel, J., Dongorra, J., Ruhe, A., van der Vorst, H.: Templates for the solution of algebraic eigenvalue problems. SIAM, Philadelphia (2000)
-
(2000)
SIAM
-
-
Bai, Z.1
Demmel, J.2
Dongorra, J.3
Ruhe, A.4
Van Der Vorst, H.5
-
14
-
-
26444505202
-
-
(http://www.ics.uci.edu/~mlearn/)
-
-
-
-
15
-
-
26444488830
-
-
(http://www.cs.toronto.edu/~roweis/data.html)
-
-
-
-
16
-
-
26444598766
-
-
(http://yann.lecun.com/exdb/mnist/index.html)
-
-
-
-
17
-
-
26444572057
-
-
(http://www1.cs.columbia.edu/CAVE/research/softlib/coil20.html)
-
-
-
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