Követés
Ismaël Castillo
Ismaël Castillo
Professor of Statistics, Sorbonne Université
E-mail megerősítve itt: upmc.fr - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
Bayesian linear regression with sparse priors
I Castillo, J Schmidt-Hieber, A Van der Vaart
4382015
Needles and straw in a haystack: Posterior concentration for possibly sparse sequences
I Castillo, A Van Der Vaart
2912012
Nonparametric Bernstein-von Mises Theorems in Gaussian White Noise
I Castillo, R Nickl
The Annals of Statistics, 1999-2028, 2013
1562013
On the Bernstein–von Mises phenomenon for nonparametric Bayes procedures
I Castillo, R Nickl
1432014
A Bernstein–von Mises theorem for smooth functionals in semiparametric models
I Castillo, J Rousseau
The Annals of Statistics 43 (6), 2353-2383, 2015
1322015
A semiparametric Bernstein–von Mises theorem for Gaussian process priors
I Castillo
Probability Theory and Related Fields 152, 53-99, 2012
1232012
Lower bounds for posterior rates with Gaussian process priors
I Castillo
1052008
On Bayesian supremum norm contraction rates
I Castillo
712014
Thomas Bayes’ walk on manifolds
I Castillo, G Kerkyacharian, D Picard
Probability Theory and Related Fields 158 (3), 665-710, 2014
502014
Empirical Bayes analysis of spike and slab posterior distributions
I Castillo, R Mismer
372018
On spike and slab empirical Bayes multiple testing
I Castillo, É Roquain
352020
Pólya tree posterior distributions on densities
I Castillo
332017
Spike and slab empirical Bayes sparse credible sets
I Castillo, B Szabó
292020
Semiparametric Bernstein–von Mises theorem and bias, illustrated with Gaussian process priors
I Castillo
Sankhya A 74, 194-221, 2012
292012
Uncertainty quantification for Bayesian CART
I Castillo, V Ročková
The Annals of Statistics 49 (6), 3482-3509, 2021
28*2021
Estimation of the distribution of random shifts deformation
I Castillo, JM Loubes
Mathematical Methods of Statistics 18, 21-42, 2009
262009
Bayesian inference in high-dimensional models
S Banerjee, I Castillo, S Ghosal
arXiv preprint arXiv:2101.04491, 2021
222021
Semi-parametric second-order efficient estimation of the period of a signal
I Castillo
162007
Exact adaptive estimation of the shape of a periodic function with unknown period corrupted by white noise
I Castillo, C Lévy-Leduc, C Matias
Mathematical methods of statistics 15 (2), 146-175, 2006
152006
Multiple testing in nonparametric hidden Markov models: An empirical Bayes approach
K Abraham, I Castillo, E Gassiat
Journal of Machine Learning Research 23 (94), 1-57, 2022
122022
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Cikkek 1–20