Botond Szabó
Botond Szabó
Verified email at math.leidenuniv.nl - Homepage
TitleCited byYear
Frequentist coverage of adaptive nonparametric Bayesian credible sets
B Szabó, AW van der Vaart, JH van Zanten
Annals of Statistics 43 (4), 1391-1428, 2015
1002015
Determination of rate parameters based on both direct and indirect measurements
T Turányi, T Nagy, IG Zsély, M Cserháti, T Varga, BT Szabó, I Sedyó, ...
International Journal of Chemical Kinetics 44 (5), 284-302, 2012
992012
Empirical Bayes scaling of Gaussian priors in the white noise model
BT Szabó, AW van der Vaart, JH van Zanten
Electronic Journal of Statistics 7, 991-1018, 2013
472013
Bayes procedures for adaptive inference in inverse problems for the white noise model
BT Knapik, BT Szabó, AW Van Der Vaart, JH Van Zanten
Probability Theory and Related Fields 164 (3-4), 771-813, 2016
45*2016
Uncertainty Quantification for the Horseshoe (with Discussion) Rejoinder
S van der Pas, B Szabo, A van der Vaart
BAYESIAN ANALYSIS 12 (4), 1270-1274, 2017
44*2017
Adaptive posterior contraction rates for the horseshoe
S van der Pas, B Szabó, A van der Vaart
Electronic Journal of Statistics 11 (2), 3196-3225, 2017
362017
Asymptotic behaviour of the empirical Bayes posteriors associated to maximum marginal likelihood estimator
J Rousseau, B Szabo
The Annals of Statistics 45 (2), 833-865, 2017
282017
A sharp adaptive confidence ball for self-similar functions
R Nickl, B Szabó
Stochastic Processes and their Applications 126 (12), 3913-3934, 2016
262016
Honest Bayesian confidence sets for the L2-norm
B Szabo, A van der Vaart, H van Zanten
Journal of statistical planning and inference 166, 36-51, 2015
262015
Numerical investigation of the uncertainty of Arrhenius parameters
L Varga, B Szabó, IG Zsély, A Zempléni, T Turányi
Journal of mathematical chemistry 49 (8), 1798, 2011
162011
An asymptotic analysis of distributed nonparametric methods
B Szabó, H van Zanten
Journal of Machine Learning Research 20 (87), 1-30, 2019
112019
Spike and slab empirical Bayes sparse credible sets
I Castillo, B Szabó
Bernoulli 26 (1), 127-158, 2020
92020
Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors
J Rousseau, B Szabo
arXiv preprint arXiv:1609.05067, 2016
82016
Adaptive distributed methods under communication constraints
B Szabo, H van Zanten
arXiv preprint arXiv:1804.00864, 2018
42018
A Bayesian nonparametric approach to log-concave density estimation
E Mariucci, K Ray, B Szabo
arXiv preprint arXiv:1703.09531, 2017
32017
On Bayesian based adaptive confidence sets for linear functionals
B Szabó
Bayesian Statistics from Methods to Models and Applications, 91-105, 2015
22015
Can we trust Bayesian uncertainty quantification from Gaussian process priors with squared exponential covariance kernel?
A Hadji, B Szábo
arXiv preprint arXiv:1904.01383, 2019
12019
Variational Bayes for high-dimensional linear regression with sparse priors
K Ray, B Szabo
arXiv preprint arXiv:1904.07150, 2019
2019
Debiased Bayesian inference for average treatment effects
K Ray, B Szabo
Advances in Neural Information Processing Systems, 11929-11939, 2019
2019
Stacked Penalized Logistic Regression for Selecting Views in Multi-View Learning
W van Loon, M Fokkema, B Szabo, M de Rooij
arXiv preprint arXiv:1811.02316, 2018
2018
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Articles 1–20