SZABO, BOTOND TIBOR
SZABO, BOTOND TIBOR
Dipartimento di Scienze delle Decisioni
A Bayesian nonparametric approach to log-concave density estimation
2020 Mariucci, Ester; Ray, Kolyan; Szabo, Botond
A sharp adaptive confidence ball for self-similar functions
2016 Nickl, Richard; Szabo, Botond
Adaptive distributed methods under communication constraints
2020 Szabo, Botond; van Zanten, Harry
Adaptive posterior contraction rates for the horseshoe
2017 van der Pas, Stephanie; Szabo, Botond; van der Vaart, Aad
An asymptotic analysis of distributed nonparametric methods
2019 Szabo, Botond; van Zanten, Harry
Analyzing hierarchical multi-view MRI data with StaPLR: an application to Alzheimer's disease classification
2022 van Loon, Wouter; de Vos, Frank; Fokkema, Marjolein; Szabo, Botond; Koini, Marisa; Schmidt, Reinhold; de Rooij, Mark
Asymptotic behaviour of the empirical bayes posteriors associated to maximum marginal likelihood estimator
2017 Rousseau, Judith; Szabo, Botond
Asymptotic frequentist coverage properties of bayesian credible sets for sieve priors
2020 Rousseau, Judith; Szabo, Botond
Bayes procedures for adaptive inference in inverse problems for the white noise model
2016 Knapik, Bartek T.; Szabo, Botond Tibor; van der Vaart, Aad W.; van Zanten, Harry J.
Can we trust Bayesian uncertainty quantification from Gaussian process priors with squared exponential covariance kernel?
2021 Hadji, Amine; Szabo, Botond
Contraction rates for sparse variational approximations in Gaussian process regression
2022 Nieman, Dennis; Szabo, Botond; van Zanten, Harry
Contributed Discussion to "Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects"
2020 Ray, Kolyan; Szabo, Botond; van der Vaart, Aad
Debiased Bayesian inference for average treatment effects
2019 Ray, Kolyan; Szabo, Botond
Determination of rate parameters based on both direct and indirect measurements
2012 Turanyi, Tamás; Nagy, Tibor; Zsely, István Gy.; Cserhati, Mayas; Varga, Tamas; Szabo, Botond Tibor; Sedyo, Inez; Kiss, Perer T.; Zempleni, Andras; Curran, Henry J.
Distributed function estimation: adaptation using minimal communication
2022 Szabo, Botond; van Zanten, Harry
Empirical Bayes scaling of Gaussian priors in the white noise model
2013 Szabo, Botond Tibor; van der Vaart, Aad W; van Zanten, Harry J.
Fast exact Bayesian inference for sparse signals in the normal sequence model
2021 van Erven, Tim; Szabo, Botond
Frequentist coverage of adaptive nonparametric Bayesian credible sets
2015 Szabo, Botond; van der Vaart, Adrianus Willem; van Zanten, Harry
Honest Bayesian confidence sets for the L2-norm
2015 Szabo, Botond; van der Vaart, Add; van Zanten, Harry
Kolyan Ray and Botond Szabo’s contribution to the Discussion of “Martingale Posterior Distributions” by Fong, Holmes and Walke
2023 Ray, Kolyan; Szabo, Botond