Ismael Castillo

15 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-6267-0841

Graz University of Technology

Publications

• Deep horseshoe Gaussian processes — The Annals of Statistics 2025 (name-matched, not ORCID-linked)
• Posterior and Variational Inference for Deep Neural Networks with Heavy-Tailed Weights — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Sharp multiple testing boundary for sparse sequences — The Annals of Statistics 2024
• Heavy-tailed Bayesian nonparametric adaptation — The Annals of Statistics 2024
• Semiparametric Inference Using Fractional Posteriors — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Multiple Testing in Nonparametric Hidden Markov Models: An Empirical Bayes Approach — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Uncertainty quantification for Bayesian CART — The Annals of Statistics 2021
• Multiscale Bayesian survival analysis — The Annals of Statistics 2021
• On spike and slab empirical Bayes multiple testing — The Annals of Statistics 2020
• Bayesian linear regression with sparse priors — The Annals of Statistics 2015 (name-matched, not ORCID-linked)
• A Bernstein–von Mises theorem for smooth functionals in semiparametric models — The Annals of Statistics 2015 (name-matched, not ORCID-linked)
• On the Bernstein–von Mises phenomenon for nonparametric Bayes procedures — The Annals of Statistics 2014
• On Bayesian supremum norm contraction rates — The Annals of Statistics 2014
• Nonparametric Bernstein–von Mises theorems in Gaussian white noise — The Annals of Statistics 2013 (name-matched, not ORCID-linked)
• Needles and Straw in a Haystack: Posterior concentration for possibly sparse sequences — The Annals of Statistics 2012