Botond Szabo

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

ORCID: 0000-0002-5526-8747

Bocconi Institute for Data Science and Analytics, Bocconi University , Via Roentgen 1, 20136 Milan , Italy; Department of Decision Sciences, Bocconi University , Via Roentgen 1, 20136 Milan , Italy

Publications

• Skew-symmetric approximations of posterior distributions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
• Adaptation Using Spatially Distributed Gaussian Processes — Journal of the American Statistical Association 2025
• Skewed Bernstein–von Mises theorem and skew-modal approximations — The Annals of Statistics 2024
• Optimal high-dimensional and nonparametric distributed testing under communication constraints — The Annals of Statistics 2023
• Kolyan Ray and Botond Szabo's contribution to the Discussion of ‘Martingale Posterior Distributions’ by Fong, Holmes and Walker — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Contraction rates for sparse variational approximations in Gaussian process regression — Journal of Machine Learning Research 2022
• Variational Bayes for High-Dimensional Linear Regression With Sparse Priors — Journal of the American Statistical Association 2022
• Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors — The Annals of Statistics 2020
• Adaptive distributed methods under communication constraints — The Annals of Statistics 2020
• An asymptotic analysis of distributed nonparametric methods — Journal of Machine Learning Research 2019
• Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator — The Annals of Statistics 2017
• Frequentist coverage of adaptive nonparametric Bayesian credible sets — The Annals of Statistics 2015
• Rejoinder to discussions of “Frequentist coverage of adaptive nonparametric Bayesian credible sets” — The Annals of Statistics 2015
• Discussion of “Frequentist coverage of adaptive nonparametric Bayesian credible sets” — The Annals of Statistics 2015