-
1
-
-
84898980366
-
K-local hyperplane and convex distance nearest neighbor algorithms
-
T.G. Dietterich, S. Becker, and Z. Ghahramani, editors, The MIT Press
-
P. Vincent and Y. Bengio. K-local hyperplane and convex distance nearest neighbor algorithms. In T.G. Dietterich, S. Becker, and Z. Ghahramani, editors, Advances in Neural Information Processing Systems, volume 14. The MIT Press, 2002.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Vincent, P.1
Bengio, Y.2
-
2
-
-
0001473437
-
On the estimation of a probability density function and mode
-
E. Parzen. On the estimation of a probability density function and mode. Annals of Mathematical Statistics, 33:1064-1076, 1962.
-
(1962)
Annals of Mathematical Statistics
, vol.33
, pp. 1064-1076
-
-
Parzen, E.1
-
3
-
-
85153963785
-
Recognizing handwritten digits using mixtures of linear models
-
G. Tesauro, D.S. Touretzky, and T.K. Leen, editors, pages MIT Press, Cambridge, MA
-
G.E. Hinton, M. Revow, and P. Dayan. Recognizing handwritten digits using mixtures of linear models. In G. Tesauro, D.S. Touretzky, and T.K. Leen, editors, Advances in Neural Information Processing Systems 7, pages 1015-1022. MIT Press, Cambridge, MA, 1995.
-
(1995)
Advances in Neural Information Processing Systems
, vol.7
, pp. 1015-1022
-
-
Hinton, G.E.1
Revow, M.2
Dayan, P.3
-
4
-
-
0033556788
-
Mixtures of probabilistic principal component analysers
-
M.E. Tipping and C.M. Bishop. Mixtures of probabilistic principal component analysers. Neural Computation, 11(2):443-482, 1999.
-
(1999)
Neural Computation
, vol.11
, Issue.2
, pp. 443-482
-
-
Tipping, M.E.1
Bishop, C.M.2
-
7
-
-
0005031076
-
Transformation invariance in pattern recognition - tangent distance and tangent propagation
-
P. Y. Simard, Y. A. LeCun, J. S. Denker, and B. Victorri. Transformation invariance in pattern recognition - tangent distance and tangent propagation. Lecture Notes in Computer Science, 1524, 1998.
-
(1998)
Lecture Notes in Computer Science
, vol.1524
-
-
Simard, P. Y.1
LeCun, Y. A.2
Denker, J. S.3
Victorri, B.4
-
9
-
-
0004577471
-
Structured covariance matrices for statistical image object recognition
-
Kiel, Germany
-
J. Dahmen, D. Keysers, M. Pitz, and H. Ney. Structured covariance matrices for statistical image object recognition. In 22nd Symposium of the German Association for Pattern Recognition, Kiel, Germany, 2000.
-
(2000)
22nd Symposium of the German Association for Pattern Recognition
-
-
Dahmen, J.1
Keysers, D.2
Pitz, M.3
Ney, H.4
-
10
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
Dec
-
S. Roweis and L. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323-2326, Dec. 2000.
-
(2000)
Science
, vol.290
, Issue.5500
, pp. 2323-2326
-
-
Roweis, S.1
Saul, L.2
-
11
-
-
10944266507
-
Automatic alignment of local representations
-
S. Becker, S. Thrun, and K. Obermayer, editors, The MIT Press
-
Y. Whye Teh and S. Roweis. Automatic alignment of local representations. In S. Becker, S. Thrun, and K. Obermayer, editors, Advances in Neural Information Processing Systems, volume 15. The MIT Press, 2003.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
-
-
Whye Teh, Y.1
Roweis, S.2
-
12
-
-
84899009769
-
Global versus local approaches to nonlinear dimensionality reduction
-
S. Becker, S. Thrun, and K. Obermayer, editors, The MIT Press
-
V. de Silva and J.B. Tenenbaum. Global versus local approaches to nonlinear dimensionality reduction. In S. Becker, S. Thrun, and K. Obermayer, editors, Advances in Neural Information Processing Systems, volume 15. The MIT Press, 2003.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
-
-
de Silva, V.1
Tenenbaum, J.B.2
-
13
-
-
84898990205
-
Charting a manifold
-
S. Becker, S. Thrun, and K. Obermayer, editors, The MIT Press
-
M. Brand. Charting a manifold. In S. Becker, S. Thrun, and K. Obermayer, editors, Advances in Neural Information Processing Systems, volume 15. The MIT Press, 2003.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
-
-
Brand, M.1
-
14
-
-
0019610270
-
The optimal distance measure for nearest neighbor classification
-
R. D. Short and K. Fukunaga. The optimal distance measure for nearest neighbor classification. IEEE Transactions on Information Theory, 27:622-627, 1981.
-
(1981)
IEEE Transactions on Information Theory
, vol.27
, pp. 622-627
-
-
Short, R. D.1
Fukunaga, K.2
-
15
-
-
0025626022
-
The multi-class measure problem in nearest neighbour discrimination rules
-
J. Myles and D. Hand. The multi-class measure problem in nearest neighbour discrimination rules. Pattern Recognition, 23:1291-1297, 1990.
-
(1990)
Pattern Recognition
, vol.23
, pp. 1291-1297
-
-
Myles, J.1
Hand, D.2
-
17
-
-
85156250913
-
Discriminant adaptive nearest neighbor classification and regression
-
David S. Touretzky, Michael C. Mozer, and Michael E. Hasselmo, editors, pages The MIT Press
-
T. Hastie and R. Tibshirani. Discriminant adaptive nearest neighbor classification and regression. In David S. Touretzky, Michael C. Mozer, and Michael E. Hasselmo, editors, Advances in Neural Information Processing Systems, volume 8, pages 409-415. The MIT Press, 1996.
-
(1996)
Advances in Neural Information Processing Systems
, vol.8
, pp. 409-415
-
-
Hastie, T.1
Tibshirani, R.2
-
18
-
-
84950426173
-
Recent developments in nonparametric density estimation
-
A.J. Inzenman. Recent developments in nonparametric density estimation. Journal of the American Statistical Association, 86(413):205-224, 1991.
-
(1991)
Journal of the American Statistical Association
, vol.86
, Issue.413
, pp. 205-224
-
-
Inzenman, A.J.1
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