-
1
-
-
34547706430
-
Fast learning rates for plug-in classifiers
-
MR2336861
-
Audibert, J.-Y. and Tsybakov, A.B. Fast learning rates for plug-in classifiers. The Annals of Statistics, 35: 608-633, 2007. MR2336861
-
(2007)
The Annals of Statistics
, vol.35
, pp. 608-633
-
-
Audibert, J.-Y.1
Tsybakov, A.B.2
-
2
-
-
26444592981
-
Local rademacher complexities
-
MR2166554
-
Bartlett, P.L., Bousquet, O., and Mendelson, S. Local rademacher complexities. The Annals of Statistics, 33(4): 1497-1537, 2005. MR2166554
-
(2005)
The Annals of Statistics
, vol.33
, Issue.4
, pp. 1497-1537
-
-
Bartlett, P.L.1
Bousquet, O.2
Mendelson, S.3
-
4
-
-
48849115978
-
Statistical performance of support vector machines
-
MR2396805
-
Blanchard, G., Bousquet, O., and Massart, P. Statistical performance of support vector machines. The Annals of Statistics, 36(2): 489-531, 2008. MR2396805
-
(2008)
The Annals of Statistics
, vol.36
, Issue.2
, pp. 489-531
-
-
Blanchard, G.1
Bousquet, O.2
Massart, P.3
-
5
-
-
0037561860
-
A bennet concentration inequality and its application to suprema of empirical processes
-
MR1890640
-
Bousquet, O. A bennet concentration inequality and its application to suprema of empirical processes. C. R. Acad. SCI. Paris Ser. I Math, 334: 495-500, 2002. MR1890640
-
(2002)
C. R. Acad. SCI. Paris Ser. I Math
, vol.334
, pp. 495-500
-
-
Bousquet, O.1
-
6
-
-
41449118443
-
Goodness-of-fit testing and quadratic functionnal estimation from indirect observations
-
MR2363957
-
Butucea, C. Goodness-of-fit testing and quadratic functionnal estimation from indirect observations. The Annals of Statistics, 35: 1907-1930, 2007. MR2363957
-
(2007)
The Annals of Statistics
, vol.35
, pp. 1907-1930
-
-
Butucea, C.1
-
7
-
-
44449170288
-
Nonparametric statistical inverse problems
-
MR2421941
-
Cavalier, L. Nonparametric statistical inverse problems. Inverse Problems, 24: 1-19, 2008. MR2421941
-
(2008)
Inverse Problems
, vol.24
, pp. 1-19
-
-
Cavalier, L.1
-
8
-
-
42349113705
-
On deconvolution with repeated measurements
-
MR2396811
-
Delaigle, A., Hall, P., and Meister, A. On deconvolution with repeated measurements. The Annals of Statistics, 36(2): 665-685, 2008. MR2396811
-
(2008)
The Annals of Statistics
, vol.36
, Issue.2
, pp. 665-685
-
-
Delaigle, A.1
Hall, P.2
Meister, A.3
-
9
-
-
0004019773
-
-
Springer-Verlag,. MR1383093
-
Devroye, L., Györfi, L., and Lugosi, G. A Probabilistic Theory of Pattern Recognition. Springer-Verlag, 1996. MR1383093
-
(1996)
A Probabilistic Theory of Pattern Recognition
-
-
Devroye, L.1
Györfi, L.2
Lugosi, G.3
-
10
-
-
0003531188
-
-
Kluwer Academic Publishers Group, Dordrecht,. MR1408680
-
Engl, H.W., Hank, M., and Neubauer, A. Regularization of Inverse Problems. Kluwer Academic Publishers Group, Dordrecht, 1996. MR1408680
-
(1996)
Regularization of Inverse Problems
-
-
Engl, H.W.1
Hank, M.2
Neubauer, A.3
-
11
-
-
0000867838
-
On the optimal rates of convergence for nonparametric deconvolution problems
-
MR1126324
-
Fan, J. On the optimal rates of convergence for nonparametric deconvolution problems. The Annals of Statistics, 19: 1257-1272, 1991. MR1126324
-
(1991)
The Annals of Statistics
, vol.19
, pp. 1257-1272
-
-
Fan, J.1
-
12
-
-
33746194045
-
Local rademacher complexities and oracle inequalties in risk minimization
-
MR2329442
-
Koltchinskii, V. Local rademacher complexities and oracle inequalties in risk minimization. The Annals of Statistics, 34(6): 2593-2656, 2006. MR2329442
-
(2006)
The Annals of Statistics
, vol.34
, Issue.6
, pp. 2593-2656
-
-
Koltchinskii, V.1
-
13
-
-
84872017707
-
General non-exact oracle inequalities for classes with a subexponential envelope
-
MR2933668
-
Lecué, G. andMendelson, S. General non-exact oracle inequalities for classes with a subexponential envelope. The Annals of Statistics, 40(2): 832-860, 2012. MR2933668
-
(2012)
The Annals of Statistics
, vol.40
, Issue.2
, pp. 832-860
-
-
Lecué, G.1
Mendelson, S.2
-
15
-
-
84859038677
-
Penalized empirical risk minimization over Besov spaces
-
MR2534203
-
Loustau, S. Penalized empirical risk minimization over Besov spaces. Electronic Journal of Statistics, 3: 824-850, 2009. MR2534203
-
(2009)
Electronic Journal of Statistics
, vol.3
, pp. 824-850
-
-
Loustau, S.1
-
18
-
-
84884931721
-
Minimax fast rates in discriminant analysis with errors in variables
-
Loustau, S. and Marteau, C. Minimax fast rates in discriminant analysis with errors in variables. In revision to Bernoulli, 2013.
-
(2013)
In revision to Bernoulli
-
-
Loustau, S.1
Marteau, C.2
-
19
-
-
0033234630
-
Smooth discrimination analysis
-
MR1765618
-
Mammen, E. and Tsybakov, A.B. Smooth discrimination analysis. The Annals of Statistics, 27(6): 1808-1829, 1999. MR1765618
-
(1999)
The Annals of Statistics
, vol.27
, Issue.6
, pp. 1808-1829
-
-
Mammen, E.1
Tsybakov, A.B.2
-
20
-
-
0000595627
-
Some applications of concentration inequalities to statistics
-
MR1813803
-
Massart, P. Some applications of concentration inequalities to statistics. Ann. Fac. Sci. Toulouse Math., 9(2): 245-303, 2000. MR1813803
-
(2000)
Ann. Fac. Sci. Toulouse Math.
, vol.9
, Issue.2
, pp. 245-303
-
-
Massart, P.1
-
21
-
-
33746243474
-
Risk bounds for statistical learning
-
MR2291502
-
Massart, P. and Nédélec, E. Risk bounds for statistical learning. The Annals of Statistics, 34(5): 2326-2366, 2006. MR2291502
-
(2006)
The Annals of Statistics
, vol.34
, Issue.5
, pp. 2326-2366
-
-
Massart, P.1
Nédélec, E.2
-
23
-
-
0001030653
-
Measuring mass concentrations and estimating density contour clusters-An excess mass approach
-
MR1345204
-
Polonik, W. Measuring mass concentrations and estimating density contour clusters-An excess mass approach. The Annals of Statistics, 23(3): 855-881, 1995. MR1345204
-
(1995)
The Annals of Statistics
, vol.23
, Issue.3
, pp. 855-881
-
-
Polonik, W.1
-
24
-
-
0030489977
-
New concentration inequalities in product spaces
-
MR1419006
-
Talagrand, M. New concentration inequalities in product spaces. Invent. Math, 126: 505-563, 1996. MR1419006
-
(1996)
Invent. Math
, vol.126
, pp. 505-563
-
-
Talagrand, M.1
-
26
-
-
3142725508
-
Optimal aggregation of classifiers in statistical learning
-
MR2051002
-
Tsybakov, A.B. Optimal aggregation of classifiers in statistical learning. The Annals of Statistics, 32(1): 135-166, 2004b. MR2051002
-
(2004)
The Annals of Statistics
, vol.32
, Issue.1
, pp. 135-166
-
-
Tsybakov, A.B.1
-
27
-
-
23744505130
-
Square root penalty: Adaptation to the margin in classification and in edge estimation
-
MR2195633
-
Tsybakov, A.B. and van de Geer, S. Square root penalty: Adaptation to the margin in classification and in edge estimation. The Annals of Statistics, 33(3): 1203-1224, 2005. MR2195633
-
(2005)
The Annals of Statistics
, vol.33
, Issue.3
, pp. 1203-1224
-
-
Tsybakov, A.B.1
van de Geer, S.2
-
31
-
-
0003450542
-
-
Statistics for Engineering and Information Science, Springer,. MR1719582
-
Vapnik, V. The Nature of Statistical Learning Theory. Statistics for Engineering and Information Science, Springer, 2000. MR1719582
-
(2000)
The Nature of Statistical Learning Theory
-
-
Vapnik, V.1
-
32
-
-
0035441827
-
Generalization per formance of regularization networks and support vector machines via entropy numbers of compact operators
-
MR1873936
-
Williamson, R.C., Smola, A.J., and Schölkopf, B. Generalization per formance of regularization networks and support vector machines via entropy numbers of compact operators. IEEE Transactions on Information Theory, 47(6): 2516-2532, 2001. MR1873936
-
(2001)
IEEE Transactions on Information Theory
, vol.47
, Issue.6
, pp. 2516-2532
-
-
Williamson, R.C.1
Smola, A.J.2
Schölkopf, B.3
|