-
1
-
-
21344492381
-
Rates of convergence for minimum contrast estimators
-
Birgé, L., & Massart, P. (1993). Rates of convergence for minimum contrast estimators. Probab. Theory Related Fields, 97(1-2), 113-150.
-
(1993)
Probab. Theory Related Fields
, vol.97
, Issue.1-2
, pp. 113-150
-
-
Birgé, L.1
Massart, P.2
-
3
-
-
0036071370
-
On the mathematical foundations of learning
-
Chucker, P., & Samle, S. (2002). On the mathematical foundations of learning. Bulletin (New Series) of the American Mathematical Society, 39(1), 1-49.
-
(2002)
Bulletin (New Series) of the American Mathematical Society
, vol.39
, Issue.1
, pp. 1-49
-
-
Chucker, P.1
Samle, S.2
-
5
-
-
0001368656
-
The jackknife estimate of variance
-
Efron, B., & Stein, C. (1981). The jackknife estimate of variance. Ann. Statist., 9(3), 586-596.
-
(1981)
Ann. Statist.
, vol.9
, Issue.3
, pp. 586-596
-
-
Efron, B.1
Stein, C.2
-
6
-
-
0034419669
-
Regularization networks and support vector machines
-
Evgeniou, T., Pontil, M., & Poggio, T. (2000). Regularization networks and support vector machines. Advances in Computational Mathematics, 13(1), 1-50.
-
(2000)
Advances in Computational Mathematics
, vol.13
, Issue.1
, pp. 1-50
-
-
Evgeniou, T.1
Pontil, M.2
Poggio, T.3
-
10
-
-
0033566418
-
Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
-
Kearns, M., & Ron, D. (1999). Algorithmic stability and sanity-check bounds for leave-one-out cross-validation. Neural Computation, 21(6), 1427-1453.
-
(1999)
Neural Computation
, vol.21
, Issue.6
, pp. 1427-1453
-
-
Kearns, M.1
Ron, D.2
-
11
-
-
4243363746
-
Almost-everywhere algorithmic stability and generalization error
-
Chicago: University of Chicago
-
Kutin, S., & Niyogi, P. (2002). Almost-everywhere algorithmic stability and generalization error (Tech. Rep. TR-2002-03). Chicago: University of Chicago.
-
(2002)
Tech. Rep.
, vol.TR-2002-03
-
-
Kutin, S.1
Niyogi, P.2
-
12
-
-
0033460583
-
Approximation properties of zonal function networks using scattered data on the sphere
-
Mhaskar, H. N., Narcowich, F. J., & Ward, J. D. (1999). Approximation properties of zonal function networks using scattered data on the sphere. Adv. Comput. Math., 11(2-3), 121-137.
-
(1999)
Adv. Comput. Math.
, vol.11
, Issue.2-3
, pp. 121-137
-
-
Mhaskar, H.N.1
Narcowich, F.J.2
Ward, J.D.3
-
13
-
-
22044448694
-
Stability results for scattered-data interpolation on Euclidean spheres
-
Narcowich, F. J., Sivakumar, N., & Ward, J. D. (1998). Stability results for scattered-data interpolation on Euclidean spheres. Adv. Comput. Math., 8(3), 137-163.
-
(1998)
Adv. Comput. Math.
, vol.8
, Issue.3
, pp. 137-163
-
-
Narcowich, F.J.1
Sivakumar, N.2
Ward, J.D.3
-
14
-
-
0004267646
-
-
Princeton, NJ: Princeton University Press
-
Rockafellar, R. T. (1970). Convex analysis. Princeton, NJ: Princeton University Press.
-
(1970)
Convex Analysis
-
-
Rockafellar, R.T.1
-
15
-
-
0001150838
-
An Efron-Stein inequality for nonsymmetric statistics
-
Steele, J. M. (1986). An Efron-Stein inequality for nonsymmetric statistics. Ann. Statist., 14(2), 753-758.
-
(1986)
Ann. Statist.
, vol.14
, Issue.2
, pp. 753-758
-
-
Steele, J.M.1
-
20
-
-
0000764217
-
Error estimates for interpolation by compactly supported radial basis functions of minimal degree
-
Wendland, H. (1998). Error estimates for interpolation by compactly supported radial basis functions of minimal degree. J. Approx. Theory, 93(2), 258-272.
-
(1998)
J. Approx. Theory
, vol.93
, Issue.2
, pp. 258-272
-
-
Wendland, H.1
-
21
-
-
0033233737
-
Information-theoretic determination of minimax rates of convergence
-
Yang, Y., & Barron, A. (1999). Information-theoretic determination of minimax rates of convergence. Annals of Statistics, 27, 1564-1599.
-
(1999)
Annals of Statistics
, vol.27
, pp. 1564-1599
-
-
Yang, Y.1
Barron, A.2
-
22
-
-
84880171586
-
A leave-one-out cross validation bound for kernel methods with applications in learning
-
Berlin: Springer-Verlag
-
Zhang, T. (2001). A leave-one-out cross validation bound for kernel methods with applications in learning. In 14th Annual Conference on Computational Learning Theory (pp. 427-443). Berlin: Springer-Verlag.
-
(2001)
14th Annual Conference on Computational Learning Theory
, pp. 427-443
-
-
Zhang, T.1
-
23
-
-
0042276471
-
Generalization performance of some learning problems in Hilbert functional spaces
-
T. G. Dietterich, S. Becker, & Z. Ghahramani (Eds.), Cambridge, MA: MIT Press
-
Zhang, T. (2002a). Generalization performance of some learning problems in Hilbert functional spaces. In T. G. Dietterich, S. Becker, & Z. Ghahramani (Eds.), Advances in neural information processing systems, 14. Cambridge, MA: MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Zhang, T.1
-
24
-
-
0036158505
-
On the dual formulation of regularized linear systems
-
Zhang, T. (2002b). On the dual formulation of regularized linear systems. Machine Learning, 46, 91-129.
-
(2002)
Machine Learning
, vol.46
, pp. 91-129
-
-
Zhang, T.1
-
25
-
-
4644257995
-
Statistical behavior and consistency of classification methods based on convex risk minimization
-
in press
-
Zhang, T. (in press). Statistical behavior and consistency of classification methods based on convex risk minimization. Annals of Statitics.
-
Annals of Statitics
-
-
Zhang, T.1
|