Botond Szabó

Available identifiers

zbMath Open szabo.botondMaRDI QIDQ335670

List of research outcomes

Publication	Date of Publication	Type
Fast exact Bayesian inference for sparse signals in the normal sequence model	2024-02-20	Paper
Uncertainty quantification for sparse spectral variational approximations in Gaussian process regression	2024-01-05	Paper
Optimal testing using combined test statistics across independent studies	2023-10-30	Paper
Optimal high-dimensional and nonparametric distributed testing under communication constraints	2023-08-31	Paper
Misspecified Bernstein-Von Mises theorem for hierarchical models	2023-08-15	Paper
Correction	2023-05-22	Paper
Distributed function estimation: adaptation using minimal communication	2023-04-04	Paper
Variational Bayes for High-Dimensional Linear Regression With Sparse Priors	2023-03-09	Paper
Optimal Distributed Composite Testing in High-Dimensional Gaussian Models With 1-Bit Communication	2022-07-13	Paper
Optimal recovery and uncertainty quantification for distributed Gaussian process regression	2022-05-06	Paper
Uncertainty Quantification for nonparametric regression using Empirical Bayesian neural networks	2022-04-27	Paper
Contraction rates for sparse variational approximations in Gaussian process regression	2021-09-22	Paper
Can We Trust Bayesian Uncertainty Quantification from Gaussian Process Priors with Squared Exponential Covariance Kernel?	2021-04-13	Paper
Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors	2020-12-14	Paper
Adaptive distributed methods under communication constraints	2020-12-14	Paper
Distributed function estimation: adaptation using minimal communication	2020-03-28	Paper
A Bayesian nonparametric approach to log-concave density estimation	2020-02-12	Paper
An asymptotic analysis of distributed nonparametric methods	2020-02-07	Paper
Spike and slab empirical Bayes sparse credible sets	2019-12-05	Paper
Uncertainty quantification for the horseshoe (with discussion)	2018-02-23	Paper
Adaptive posterior contraction rates for the horseshoe	2017-10-12	Paper
Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator	2017-07-28	Paper
A sharp adaptive confidence ball for self-similar functions	2016-11-02	Paper
Honest Bayesian confidence sets for the \(L^2\)-norm	2015-12-29	Paper
Frequentist coverage of adaptive nonparametric Bayesian credible sets	2015-08-05	Paper
Rejoinder to discussions of ``Frequentist coverage of adaptive nonparametric Bayesian credible sets	2015-08-05	Paper
On Bayesian based adaptive confidence sets for linear functionals	2014-12-01	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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