-
1
-
-
0042378381
-
Laplacian eigenmaps for dimensionality reduction and data representation
-
M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. Neural Computation, 15 (6): 1373-1396, June 2003.
-
(2003)
Neural Computation
, vol.15
, Issue.6
, pp. 1373-1396
-
-
Belkin, M.1
Niyogi, P.2
-
2
-
-
0038455092
-
Graph approximations to geodesies on embedded manifolds
-
Stanford University, Palo Alto, CA
-
M. Bernstein, V. de Silva, J. C. Langford, and J. B. Tenenbaum. Graph approximations to geodesies on embedded manifolds. Technical report. Department of Psychology, Stanford University, Palo Alto, CA, 2000.
-
(2000)
Technical Report. Department of Psychology
-
-
Bernstein, M.1
De Silva, V.2
Langford, J.C.3
Tenenbaum, J.B.4
-
5
-
-
4143048964
-
Entropic graphs for manifold learning
-
Pacific Grove, CA, November
-
J. A. Costa and A. O. Hero. Entropic graphs for manifold learning. In Proceedings of the IEEE Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2003.
-
(2003)
Proceedings of the IEEE Asilomar Conference on Signals, Systems, and Computers
-
-
Costa, J.A.1
Hero, A.O.2
-
6
-
-
3543131272
-
Geodesic entropic graphs for dimension and entropy estimation in manifold learning
-
August
-
J. A. Costa and A. O. Hero. Geodesic entropic graphs for dimension and entropy estimation in manifold learning. IEEE Trans, on Signal Processing, 52 (8):2210-2221, August 2004.
-
(2004)
IEEE Trans, on Signal Processing
, vol.52
, Issue.8
, pp. 2210-2221
-
-
Costa, J.A.1
Hero, A.O.2
-
7
-
-
0037948870
-
Hessian eigenmaps: Locally linear embedding technique for high dimensional data
-
D. Donobo and C. Grimes. Hessian eigenmaps: locally linear embedding technique for high dimensional data. Proc. Nat. Acad. of Sci., 100 (10):5591-5596, 2003
-
(2003)
Proc. Nat. Acad. of Sci.
, vol.100
, Issue.10
, pp. 5591-5596
-
-
Donobo, D.1
Grimes, C.2
-
8
-
-
0002052671
-
On the definition and the construction of pockets on macromolecules
-
H. Edelsbrummer, M. Facello, and J. Liang. On the definition and the construction of pockets on macromolecules. Discrete Applied Math., 88:83-102. 1998.
-
(1998)
Discrete Applied Math.
, vol.88
, pp. 83-102
-
-
Edelsbrummer, H.1
Facello, M.2
Liang, J.3
-
9
-
-
85032752338
-
Applications of entropic spanning graphs
-
October
-
A. Hero. B. Ma, O. Michel, and J. Gorman. Applications of entropic spanning graphs. IEEE Signal Processing Magazine, 19 (5):85-95, October 2002.
-
(2002)
IEEE Signal Processing Magazine
, vol.19
, Issue.5
, pp. 85-95
-
-
Ma, A.H.1
Michel, O.2
Gorman, J.3
-
11
-
-
85156237082
-
Intrinsic dimension estimation using packing numbers
-
Vancouver, Canada. December
-
B. Kegl. Intrinsic dimension estimation using packing numbers. In Neural Information Processing Systems: NIPS, Vancouver, Canada. December 2002.
-
(2002)
Neural Information Processing Systems: NIPS
-
-
Kegl, B.1
-
13
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
Novermber
-
Y. LeCun, L. Bottou, Y. Bongio, and P. Haffner. Gradient-based learning applied to document recognition. Proceedings of the IEEE. 86 (11):2278-2324. Novermber 1998.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
Lecun, Y.1
Bottou, L.2
Bongio, Y.3
Haffner, P.4
-
14
-
-
33745941948
-
Maximum likelihood estimation of intrinside dimension
-
Vancouver, Canada, December
-
E. Levina and P. Bickel. Maximum likelihood estimation of intrinside dimension. In Neural Information Processing Systems: NIPS. Vancouver, Canada, December 2004.
-
(2004)
Neural Information Processing Systems: NIPS
-
-
Levina, E.1
Bickel, P.2
-
15
-
-
85026677376
-
-
(Tech. Rep. 1902, IMA, University of Minnesota, Mineapolis)
-
F. Memoli and G. Sapiro. Distance functions and geodesic distances on point clouds, to appear in SIAM Journal of Applied Math., 2005. (Tech. Rep. 1902, IMA, University of Minnesota, Mineapolis).
-
(2005)
Distance Functions and Geodesic Distances on Point Clouds, to Appear in SIAM Journal of Applied Math
-
-
Memoli, F.1
Sapiro, A.G.2
-
16
-
-
27544501369
-
Linage registration using entropy measures and entropic graphs. European Journal of Signal Processing
-
H. Neenuchwala. A. O. Hero, and P. Carson, linage registration using entropy measures and entropic graphs. European Journal of Signal Processing, Special Issue on Content-based Visual Information Retrieval. 85 (2):277-296, 2005.
-
(2005)
Special Issue on Content-Based Visual Information Retrieval
, vol.85
, Issue.2
, pp. 277-296
-
-
Neenuchwala, H.1
Hero, A.O.2
Carson, P.3
-
17
-
-
0039444596
-
A strong law for the largest nearest-neighbour link between random points
-
M. Penrose. A strong law for the largest nearest-neighbour link between random points. J. London Math. Soc., 60 (2) 951-960, 1999.
-
(1999)
J. London Math. Soc.
, vol.60
, Issue.2
, pp. 951-960
-
-
Penrose, M.1
-
18
-
-
0037274513
-
Weak laws of large numbers in geometric? Probability
-
M. Penrose and J. Yukich. Weak laws of large numbers in geometric? probability. Annals of Applied Probability, 13 (1):277-303, 2003.
-
(2003)
Annals of Applied Probability
, vol.13
, Issue.1
, pp. 277-303
-
-
Penrose, M.1
Yukich, J.2
-
19
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
S. Rowels and L. Saul, Nonlinear dimensionality reduction by locally linear embedding. Science, 290 (1):2323-2326, 2000.
-
(2000)
Science
, vol.290
, Issue.1
, pp. 2323-2326
-
-
Rowels, S.1
Saul, L.2
-
20
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
J B. Tenenbaum, V. de Silva, and J. C. Langford. A global geometric framework for nonlinear dimensionality reduction. Science, 290:2319-2323, 2000.
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.B.1
De Silva, V.2
Langford, J.C.3
-
23
-
-
14544307975
-
Principal manifolds and nonlinear dimension redaction via local tangent space alignment
-
Z. Zang and H. Zha. Principal manifolds and nonlinear dimension redaction via local tangent space alignment. SIAM Journal of Scientific Computing. 26 (1):313-338, 2001.
-
(2001)
SIAM Journal of Scientific Computing
, vol.26
, Issue.1
, pp. 313-338
-
-
Zang, Z.1
Zha, H.2
|