-
1
-
-
0001445010
-
Solving a Class of Linearly Constrained Indefinite Quadratic Problems by DC Algorithms
-
An, L. T. H., and Tao, P. D. (1997), "Solving a Class of Linearly Constrained Indefinite Quadratic Problems by DC Algorithms," Journal of Global Optimization, 11, 253-285.
-
(1997)
Journal of Global Optimization
, vol.11
, pp. 253-285
-
-
An, L.T.H.1
Tao, P.D.2
-
2
-
-
0002094343
-
Generalization Performance of Support Vector Machines and Other Pattern Classifiers
-
eds. B. Schokkopf, C. J. C. Burges, and A. J. Smola, Cambridge, MA: MIT Press
-
Bartlett, P. L., and Shawe-Taylor, J. (1999), Generalization Performance of Support Vector Machines and Other Pattern Classifiers," in Advances in Kernel Methods: Support Vector Learning, eds. B. Schokkopf, C. J. C. Burges, and A. J. Smola, Cambridge, MA: MIT Press, pp. 43-54.
-
(1999)
Advances in Kernel Methods: Support Vector Learning
, pp. 43-54
-
-
Bartlett, P.L.1
Shawe-Taylor, J.2
-
3
-
-
21344492381
-
Rates of Convergence for Minimum Contrast Estimators
-
Birgé, L. and Massart, P. (1993), "Rates of Convergence for Minimum Contrast Estimators," Probability Theory and Related Fields, 97, 113-150.
-
(1993)
Probability Theory and Related Fields
, vol.97
, pp. 113-150
-
-
Birgé, L.1
Massart, P.2
-
4
-
-
0242689032
-
On Covering Methods for DC Optimization
-
Blanquero, R., and Carrizosa, E. (2000), "On Covering Methods for DC Optimization," Journal of Global Optimization, 18, 265-274.
-
(2000)
Journal of Global Optimization
, vol.18
, pp. 265-274
-
-
Blanquero, R.1
Carrizosa, E.2
-
5
-
-
0024750852
-
Learn-ability and the Vapnik-Chervonenkis Dimension
-
Blumer, A., Ehrenfucht, A., Haussler, D., and Warmuth, M. K. (1989), "Learn-ability and the Vapnik-Chervonenkis Dimension," J. Assoc. Comput. Mach., 36, 929-965.
-
(1989)
J. Assoc. Comput. Mach.
, vol.36
, pp. 929-965
-
-
Blumer, A.1
Ehrenfucht, A.2
Haussler, D.3
Warmuth, M.K.4
-
6
-
-
0026966646
-
A Training Algorithm for Optimal Margin Classifiers
-
ACM
-
Boser, B., Guyon, I., and Vapnik, V. N. (1992), "A Training Algorithm for Optimal Margin Classifiers," in Proceedings of the Fifth Annual Conference on Computational Learning Theory, ACM, pp. 142-152.
-
(1992)
Proceedings of the Fifth Annual Conference on Computational Learning Theory
, pp. 142-152
-
-
Boser, B.1
Guyon, I.2
Vapnik, V.N.3
-
7
-
-
0000913324
-
SVMTorch: Support Vector Machines for Large-Scale Regression Problems
-
Collobert, R., and Bengio, S. (2001), "SVMTorch: Support Vector Machines for Large-Scale Regression Problems," Journal of Machine Learning Research, 1, 143-160.
-
(2001)
Journal of Machine Learning Research
, vol.1
, pp. 143-160
-
-
Collobert, R.1
Bengio, S.2
-
8
-
-
34249753618
-
Support-Vector Networks
-
Cortes, C., and Vapnik, V. (1995), "Support-Vector Networks," Machine Learning, 20, 273-297.
-
(1995)
Machine Learning
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
10
-
-
0004019773
-
-
New York: Springer-Verlag
-
Devroye, L., Györfi, L., and Lugosi, G. (1996), A Probabilistic Theory of Pattern Recognition, New York: Springer-Verlag.
-
(1996)
A Probabilistic Theory of Pattern Recognition
-
-
Devroye, L.1
Györfi, L.2
Lugosi, G.3
-
11
-
-
0004240547
-
-
London: Academic Press
-
Gill, P. E., Murray, W., and Wright, M. H. (1981), Practical Optimization, London: Academic Press.
-
(1981)
Practical Optimization
-
-
Gill, P.E.1
Murray, W.2
Wright, M.H.3
-
12
-
-
0036104545
-
Empirical Margin Distributions and Bounding the Generalization Error of Combined Classifier
-
Koltchinskii, V., and Panchenko, D. (2002), "Empirical Margin Distributions and Bounding the Generalization Error of Combined Classifier," The Annals of Statistics, 30, 1-50.
-
(2002)
The Annals of Statistics
, vol.30
, pp. 1-50
-
-
Koltchinskii, V.1
Panchenko, D.2
-
13
-
-
0242520265
-
Some Asymptotic Properties of the Support Vector Machine
-
University of Wisconsin-Madison, Dept. of Statistics
-
Lin, Y. (2000), "Some Asymptotic Properties of the Support Vector Machine," Technical report 1029, University of Wisconsin-Madison, Dept. of Statistics.
-
(2000)
Technical Report
, vol.1029
-
-
Lin, Y.1
-
14
-
-
1542277529
-
A Note on Margin-Based Loss Functions in Classification
-
University of Wisconsin-Madison, Dept. of Statistics
-
_ (2002), "A Note on Margin-Based Loss Functions in Classification," Technical Report 1043, University of Wisconsin-Madison, Dept. of Statistics.
-
(2002)
Technical Report
, vol.1043
-
-
-
15
-
-
0033234630
-
Smooth Discrimination Analysis
-
Mammen, E., and Tsybakov, A. B. (1999), "Smooth Discrimination Analysis," The Annals of Statistics, 27, 1808-1829.
-
(1999)
The Annals of Statistics
, vol.27
, pp. 1808-1829
-
-
Mammen, E.1
Tsybakov, A.B.2
-
17
-
-
0032376009
-
On the Method of Penalization
-
Shen, X. (1998), "On the Method of Penalization," Statistica Sinica, 8, 337-357.
-
(1998)
Statistica Sinica
, vol.8
, pp. 337-357
-
-
Shen, X.1
-
18
-
-
21844489169
-
Convergence Rate of Sieve Estimates
-
Shen, X., and Wong, W. H. (1994), "Convergence Rate of Sieve Estimates," The Annals of Statistics, 22, 580-615.
-
(1994)
The Annals of Statistics
, vol.22
, pp. 580-615
-
-
Shen, X.1
Wong, W.H.2
-
19
-
-
21144465429
-
Hellinger-Consistency of Certain Nonparametric Maximum Likelihood Estimators
-
Van De Geer, S. (1993), "Hellinger-Consistency of Certain Nonparametric Maximum Likelihood Estimators," The Annals of Statistics, 21, 14-44.
-
(1993)
The Annals of Statistics
, vol.21
, pp. 14-44
-
-
Van De Geer, S.1
-
22
-
-
0013065520
-
Support Vector Machines, Reproducing Kernel Hilbert Spaces and the Randomized GACV
-
University of Wisconsin, Dept. of Statistics
-
Wahba, G. (1998), "Support Vector Machines, Reproducing Kernel Hilbert Spaces and the Randomized GACV," Technical report 984, University of Wisconsin, Dept. of Statistics.
-
(1998)
Technical Report
, vol.984
-
-
Wahba, G.1
-
23
-
-
0242436683
-
-
Regional Conference, Philadelphia: CBMS-NSF
-
_ (1990), Spline Models for Observational Data, Regional Conference, Philadelphia: CBMS-NSF.
-
(1990)
Spline Models for Observational Data
-
-
-
24
-
-
0025651706
-
Multisurface Method of Pattern Separation for Medical Diagnosis Applied to Breast Cytology
-
Wolberg, W. H., and Mangasarian, O. L. (1990), "Multisurface Method of Pattern Separation for Medical Diagnosis Applied to Breast Cytology," Proceedings of the Nat. Academy of Sciences, USA, 87, 9193-9196.
-
(1990)
Proceedings of the Nat. Academy of Sciences, USA
, vol.87
, pp. 9193-9196
-
-
Wolberg, W.H.1
Mangasarian, O.L.2
-
25
-
-
21844517288
-
Probability Inequalities for Likelihood Ratios and Convergence Rates for Sieve MLEs
-
Wong, W. H., and Shen, X. (1995), "Probability Inequalities for Likelihood Ratios and Convergence Rates for Sieve MLEs," The Annals of Statistics, 23, 339-362.
-
(1995)
The Annals of Statistics
, vol.23
, pp. 339-362
-
-
Wong, W.H.1
Shen, X.2
|