Hypothesis testing using an L 1 -distance bootstrap. The American Statistician, pp.145-150, 1997. ,
Two-Sample Test Statistics for Measuring Discrepancies Between Two Multivariate Probability Density Functions Using Kernel-Based Density Estimates, Journal of Multivariate Analysis, vol.50, issue.1, pp.41-54, 1994. ,
DOI : 10.1006/jmva.1994.1033
Theory of reproducing kernels, Transactions of the American Mathematical Society, vol.68, issue.3, pp.337-404, 1950. ,
DOI : 10.1090/S0002-9947-1950-0051437-7
Applied Functional Analysis, 2000. ,
DOI : 10.1002/9781118032725
Multiple kernel learning, conic duality, and the SMO algorithm, Twenty-first international conference on Machine learning , ICML '04, 2004. ,
DOI : 10.1145/1015330.1015424
Probability and Measure Wiley Series in Probability and Mathematical Statistics, 1995. ,
A Tutorial on Text-Independent Speaker Verification, EURASIP Journal on Advances in Signal Processing, vol.2004, issue.4, pp.430-51, 2004. ,
DOI : 10.1155/S1110865704310024
URL : https://hal.archives-ouvertes.fr/hal-01434501
Statistical properties of kernel principal component analysis, Machine Learning, 2007. ,
DOI : 10.1007/s10994-006-6895-9
Integrating structured biological data by Kernel Maximum Mean Discrepancy, Bioinformatics, vol.22, issue.14, pp.22-49, 2006. ,
DOI : 10.1093/bioinformatics/btl242
Nonparametric homogeneity tests, Journal of Statistical Planning and Inference, vol.136, issue.3, pp.597-639, 2006. ,
DOI : 10.1016/j.jspi.2004.08.003
URL : https://hal.archives-ouvertes.fr/hal-00084998
The Estimation of Prediction Error, Journal of the American Statistical Association, vol.99, issue.467, pp.619-632, 2004. ,
DOI : 10.1198/016214504000000692
Kernel measures of conditional dependence, Adv. NIPS, p.37, 2008. ,
Pattern Theory: from representation to inference, 2007. ,
A kernel method for the two-sample problem, Adv. NIPS, 2006. ,
Martingale Limit Theory and Its Application, 1980. ,
The Elements of Statistical Learning, 2001. ,
Error Bounds for Numerical Inversion of a Probability Characteristic Function, SIAM Journal on Numerical Analysis, vol.35, issue.4, pp.1368-1392, 1998. ,
DOI : 10.1137/S003614299631085X
Testing Statistical Hypotheses, 2005. ,
Feature Space Mahalanobis Sequence Kernels: Application to SVM Speaker Verification, IEEE Transactions on Audio, Speech and Language Processing, vol.15, issue.8, 2007. ,
DOI : 10.1109/TASL.2007.905147
URL : https://hal.archives-ouvertes.fr/inria-00438823
Limit Theorems of Probability Theory: sequences of independent random variables. Oxford Studies in Probability, 1995. ,
Approximation Theorems in Statistics, 1980. ,
Kernel Methods for Pattern Analysis, 2004. ,
DOI : 10.1017/CBO9780511809682
An Explicit Description of the Reproducing Kernel Hilbert Spaces of Gaussian RBF Kernels, IEEE Transactions on Information Theory, vol.52, issue.10, pp.4635-4643, 2006. ,
DOI : 10.1109/TIT.2006.881713
Function Classes That Approximate the Bayes Risk, Proceedings of the 19th Conference on Learning Theory, 2006. ,
DOI : 10.1007/11776420_9
Computing tail probabilities by numerical fourier inversion: the absolutely continuous case, Statistica Sinica, vol.14, pp.175-201, 2004. ,
Asymptotic Statistics. Cambridge Series in Statistical and Probabilistic Mathematics, 1998. ,
Spline Models for Observational Data, SIAM, 1990. ,
DOI : 10.1137/1.9781611970128
Asymptotic behavior of the eigenvalues of certain integral equations I. Transactions of the, pp.278-295, 1963. ,
Asymptotic behavior of the eigenvalues of certain integral equations II. Archive for Rational Mechanics and Analysis, pp.215-229, 1964. ,