-
1
-
-
0016355478
-
A new look at the statistical model identification
-
Akaike H.: A new look at the statistical model identification. IEEE Trans. Automat. Contr. 19(6), 716-723 (1974).
-
(1974)
IEEE Trans. Automat. Contr.
, vol.19
, Issue.6
, pp. 716-723
-
-
Akaike, H.1
-
2
-
-
0043124612
-
Rates of growth and sample moduli for weighted empirical processes indexed by sets
-
Alexander K.: Rates of growth and sample moduli for weighted empirical processes indexed by sets. Probab. Theory Relat. Fields 75, 379-423 (1987).
-
(1987)
Probab. Theory Relat. Fields
, vol.75
, pp. 379-423
-
-
Alexander, K.1
-
3
-
-
0000492326
-
Learning from noisy examples
-
Angluin D., Laird P.: Learning from noisy examples. Mach. Learn. 2(4), 343-370 (1987).
-
(1987)
Mach. Learn.
, vol.2
, Issue.4
, pp. 343-370
-
-
Angluin, D.1
Laird, P.2
-
4
-
-
61749091779
-
Data-driven calibration of penalties for least-squares regression
-
Arlot S., Massart P.: Data-driven calibration of penalties for least-squares regression. J. Mach. Learn. Res. 10, 245-279 (2009).
-
(2009)
J. Mach. Learn. Res.
, vol.10
, pp. 245-279
-
-
Arlot, S.1
Massart, P.2
-
10
-
-
17044422233
-
Moment inequalities for functions of independent random variables
-
Boucheron S., Bousquet O., Lugosi G., Massart P.: Moment inequalities for functions of independent random variables. Ann. Probab. 33(2), 514-560 (2005).
-
(2005)
Ann. Probab.
, vol.33
, Issue.2
, pp. 514-560
-
-
Boucheron, S.1
Bousquet, O.2
Lugosi, G.3
Massart, P.4
-
11
-
-
18844378634
-
Concentration inequalities for sub-additive functions using the entropy method
-
Birkhäuser, Basel
-
Bousquet, O.: Concentration inequalities for sub-additive functions using the entropy method. In: Stochastic Inequalities and Applications. Progress in Probability, vol. 56, pp. 213-247. Birkhäuser, Basel (2003).
-
(2003)
Stochastic Inequalities and Applications, Progress in Probability
, vol.56
, pp. 213-247
-
-
Bousquet, O.1
-
12
-
-
0037561860
-
A Bennett concentration inequality and its application to suprema of empirical processes
-
Bousquet O.: A Bennett concentration inequality and its application to suprema of empirical processes. C. R. Math. Acad. Sci. Paris 334(6), 495-500 (2002).
-
(2002)
C. R. Math. Acad. Sci. Paris
, vol.334
, Issue.6
, pp. 495-500
-
-
Bousquet, O.1
-
14
-
-
0018444763
-
Distribution-free inequalities for the deleted and holdout error estimates
-
Devroye L., Wagner T.: Distribution-free inequalities for the deleted and holdout error estimates. IEEE Trans. Inform. Theory 25, 202-207 (1977).
-
(1977)
IEEE Trans. Inform. Theory
, vol.25
, pp. 202-207
-
-
Devroye, L.1
Wagner, T.2
-
15
-
-
0001368656
-
The jackknife estimate of variance
-
Efron B., Stein C.: The jackknife estimate of variance. Ann. Stat. 9(3), 586-596 (1981).
-
(1981)
Ann. Stat.
, vol.9
, Issue.3
, pp. 586-596
-
-
Efron, B.1
Stein, C.2
-
16
-
-
3042869574
-
Local linear regression smoothers and their minimax efficiency
-
Fan J.: Local linear regression smoothers and their minimax efficiency. Ann. Stat. 21, 196-216 (1993).
-
(1993)
Ann. Stat.
, vol.21
, pp. 196-216
-
-
Fan, J.1
-
17
-
-
0035633948
-
Generalized likelihood ratio statistics and Wilks phenomenon
-
Fan J., Zhang C., Zhang J.: Generalized likelihood ratio statistics and Wilks phenomenon. Ann. Stat. 29(1), 153-193 (2001).
-
(2001)
Ann. Stat.
, vol.29
, Issue.1
, pp. 153-193
-
-
Fan, J.1
Zhang, C.2
Zhang, J.3
-
18
-
-
27844562154
-
Minimax testing composite null hypotheses in the discrete regression scheme
-
Gayraud G., Pouet C.: Minimax testing composite null hypotheses in the discrete regression scheme. Math. Methods Stat. 10(4), 375-394 (2001).
-
(2001)
Math. Methods Stat.
, vol.10
, Issue.4
, pp. 375-394
-
-
Gayraud, G.1
Pouet, C.2
-
19
-
-
33746227538
-
Concentration inequalities and asymptotic results for ratio type empirical processes
-
Giné E., Koltchinskii V.: Concentration inequalities and asymptotic results for ratio type empirical processes. Ann. Probab. 34(3), 1143-1216 (2006).
-
(2006)
Ann. Probab.
, vol.34
, Issue.3
, pp. 1143-1216
-
-
Giné, E.1
Koltchinskii, V.2
-
20
-
-
80051664055
-
Stochastic inequalities and applications
-
Birkhaüser, Basel
-
Giné, E., Koltchinskii, V., Wellner, J.: Stochastic inequalities and applications. In: Ratio Limit Theorems for Empirical Processes, pp. 249-278. Birkhaüser, Basel (2003).
-
(2003)
Ratio Limit Theorems for Empirical Processes
, pp. 249-278
-
-
Giné, E.1
Koltchinskii, V.2
Wellner, J.3
-
21
-
-
0000250624
-
The behavior of the maximum likelihood estimates under non-standard conditions
-
University of California Press, Berkeley
-
Huber, P.: The behavior of the maximum likelihood estimates under non-standard conditions. In: Proceedings of Fifth Berkeley Symposium on Probability and Mathematical Statistics, pp. 221-233. University of California Press, Berkeley (1967).
-
(1967)
Proceedings of Fifth Berkeley Symposium on Probability and Mathematical Statistics
, pp. 221-233
-
-
Huber, P.1
-
22
-
-
0033566418
-
Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
-
Kearns M., Ron D.: Algorithmic stability and sanity-check bounds for leave-one-out cross-validation. Neural Comput. 11(6), 1427-1453 (1999).
-
(1999)
Neural Comput.
, vol.11
, Issue.6
, pp. 1427-1453
-
-
Kearns, M.1
Ron, D.2
-
23
-
-
0031122049
-
An experimental and theoretical comparison of model selection methods
-
Kearns M., Mansour Y., Ng A., Ron D.: An experimental and theoretical comparison of model selection methods. Mach. Learn. 27, 7-50 (1997).
-
(1997)
Mach. Learn.
, vol.27
, pp. 7-50
-
-
Kearns, M.1
Mansour, Y.2
Ng, A.3
Ron, D.4
-
24
-
-
33746194045
-
Localized rademacher complexities and oracle inequalities in risk minimization
-
Koltchinskii V.: Localized rademacher complexities and oracle inequalities in risk minimization. Ann. Stat. 34, 2593-2656 (2006).
-
(2006)
Ann. Stat.
, vol.34
, pp. 2593-2656
-
-
Koltchinskii, V.1
-
25
-
-
84996133877
-
On Talagrand's deviation inequalities for product measures
-
Ledoux, M.: On Talagrand's deviation inequalities for product measures. ESAIM Probab. Stat. 1, 63-87 (1995/1997).
-
(1995)
ESAIM Probab. Stat.
, vol.1
, pp. 63-87
-
-
Ledoux, M.1
-
29
-
-
0033234630
-
Smooth discrimination analysis
-
Mammen E., Tsybakov A.: Smooth discrimination analysis. Ann. Stat. 27(6), 1808-1829 (1999).
-
(1999)
Ann. Stat.
, vol.27
, Issue.6
, pp. 1808-1829
-
-
Mammen, E.1
Tsybakov, A.2
-
30
-
-
0034345597
-
About the constants in Talagrand's concentration inequality
-
Massart P.: About the constants in Talagrand's concentration inequality. Ann. Probab. 28, 863-885 (2000).
-
(2000)
Ann. Probab.
, vol.28
, pp. 863-885
-
-
Massart, P.1
-
31
-
-
0000595627
-
Some applications of concentration inequalities to statistics
-
Massart P.: Some applications of concentration inequalities to statistics. Ann. Fac. Sci. Toulouse IX(2), 245-303 (2000).
-
(2000)
Ann. Fac. Sci. Toulouse
, vol.IX
, Issue.2
, pp. 245-303
-
-
Massart, P.1
-
32
-
-
34247553430
-
Concentration inequalities and model selection. Ecole d'Eté de Probabilité de Saint-Flour xxxiv
-
Springer, Berlin
-
Massart, P.: Concentration inequalities and model selection. Ecole d'Eté de Probabilité de Saint-Flour xxxiv. In: Lecture Notes in Mathematics, vol. 1896. Springer, Berlin (2007).
-
(2007)
Lecture Notes in Mathematics
, vol.1896
-
-
Massart, P.1
-
33
-
-
33746243474
-
Risk bounds for classification
-
Massart P., Nedelec E.: Risk bounds for classification. Ann. Stat. 34(5), 2326-2366 (2006).
-
(2006)
Ann. Stat.
, vol.34
, Issue.5
, pp. 2326-2366
-
-
Massart, P.1
Nedelec, E.2
-
35
-
-
0000791208
-
Asymptotic behavior of likelihood methods for exponential families when the number of parameters tends to infinity
-
Portnoy S.: Asymptotic behavior of likelihood methods for exponential families when the number of parameters tends to infinity. Ann. Stat. 16, 356-366 (1988).
-
(1988)
Ann. Stat.
, vol.16
, pp. 356-366
-
-
Portnoy, S.1
-
36
-
-
0002718318
-
Approximate test of correlation in time series
-
Quenouille M.: Approximate test of correlation in time series. J. R. Stat. Soc. Ser. B 11, 68-84 (1949).
-
(1949)
J. R. Stat. Soc. Ser. B
, vol.11
, pp. 68-84
-
-
Quenouille, M.1
-
37
-
-
33746061490
-
Stability results in learning theory
-
(Singapore)
-
Rakhlin A., Mukherjee S., Poggio T.: Stability results in learning theory. Anal. Appl. (Singapore) 3, 397-417 (2005).
-
(2005)
Anal. Appl.
, vol.3
, pp. 397-417
-
-
Rakhlin, A.1
Mukherjee, S.2
Poggio, T.3
-
38
-
-
0040437027
-
Inégalités de concentration pour les processus empiriques de classes de parties
-
Rio E.: Inégalités de concentration pour les processus empiriques de classes de parties. Probab. Theory Relat. Fields 119, 163-175 (2001).
-
(2001)
Probab. Theory Relat. Fields
, vol.119
, pp. 163-175
-
-
Rio, E.1
-
41
-
-
0030522124
-
A new look at independence
-
Talagrand M.: A new look at independence. Ann. Probab. 24, 1-34 (1996).
-
(1996)
Ann. Probab.
, vol.24
, pp. 1-34
-
-
Talagrand, M.1
-
42
-
-
0030489977
-
New concentration inequalities in product spaces
-
Talagrand M.: New concentration inequalities in product spaces. Invent. Math. 126, 505-563 (1996).
-
(1996)
Invent. Math.
, vol.126
, pp. 505-563
-
-
Talagrand, M.1
-
43
-
-
3142725508
-
Optimal aggregation of classifiers in statistical learning
-
Tsybakov A. B.: Optimal aggregation of classifiers in statistical learning. Ann. Stat. 32, 135-166 (2004).
-
(2004)
Ann. Stat.
, vol.32
, pp. 135-166
-
-
Tsybakov, A.B.1
-
44
-
-
0001617782
-
Bias and confidence in not quite large samples
-
Tukey J.: Bias and confidence in not quite large samples. Ann. Math. Stat. 29, 614 (1958).
-
(1958)
Ann. Math. Stat.
, vol.29
, pp. 614
-
-
Tukey, J.1
-
49
-
-
0001972601
-
The large-sample distribution of the likelihood ratio for testing composite hypotheses
-
Wilks S.: The large-sample distribution of the likelihood ratio for testing composite hypotheses. Ann. Math. Stat. 9, 60-62 (1938).
-
(1938)
Ann. Math. Stat.
, vol.9
, pp. 60-62
-
-
Wilks, S.1
|