SZABO, BOTOND TIBOR

SZABO, BOTOND TIBOR  

Dipartimento di Scienze delle Decisioni  

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Titolo Data di pubblicazione Autore(i) Rivista Editore
A Bayesian nonparametric approach to log-concave density estimation 1-gen-2020 Mariucci, Ester; Ray, Kolyan; Szabo, Botond BERNOULLI -
A sharp adaptive confidence ball for self-similar functions 1-gen-2016 Nickl, Richard; Szabo, Botond STOCHASTIC PROCESSES AND THEIR APPLICATIONS -
Adaptive distributed methods under communication constraints 1-gen-2020 Szabo, Botond; van Zanten, Harry ANNALS OF STATISTICS -
Adaptive posterior contraction rates for the horseshoe 1-gen-2017 van der Pas, Stephanie; Szabo, Botond; van der Vaart, Aad ELECTRONIC JOURNAL OF STATISTICS -
An asymptotic analysis of distributed nonparametric methods 1-gen-2019 Szabo, Botond; van Zanten, Harry JOURNAL OF MACHINE LEARNING RESEARCH -
Analyzing hierarchical multi-view MRI data with StaPLR: an application to Alzheimer's disease classification 1-gen-2022 van Loon, Wouter; de Vos, Frank; Fokkema, Marjolein; Szabo, Botond; Koini, Marisa; Schmidt, Reinhold; de Rooij, Mark FRONTIERS IN NEUROSCIENCE -
Asymptotic behaviour of the empirical bayes posteriors associated to maximum marginal likelihood estimator 1-gen-2017 Rousseau, Judith; Szabo, Botond ANNALS OF STATISTICS -
Asymptotic frequentist coverage properties of bayesian credible sets for sieve priors 1-gen-2020 Rousseau, Judith; Szabo, Botond ANNALS OF STATISTICS -
Bayes procedures for adaptive inference in inverse problems for the white noise model 1-gen-2016 Knapik, Bartek T.; Szabo, Botond Tibor; van der Vaart, Aad W.; van Zanten, Harry J. PROBABILITY THEORY AND RELATED FIELDS -
Can we trust Bayesian uncertainty quantification from Gaussian process priors with squared exponential covariance kernel? 1-gen-2021 Hadji, Amine; Szabo, Botond SIAM/ASA JOURNAL ON UNCERTAINTY QUANTIFICATION -
Contraction rates for sparse variational approximations in Gaussian process regression 1-gen-2022 Nieman, Dennis; Szabo, Botond; van Zanten, Harry JOURNAL OF MACHINE LEARNING RESEARCH -
Contributed Discussion to "Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects" 1-gen-2020 Ray, Kolyan; Szabo, Botond; van der Vaart, Aad BAYESIAN ANALYSIS -
Debiased Bayesian inference for average treatment effects 1-gen-2019 Ray, Kolyan; Szabo, Botond - (seleziona...)
Determination of rate parameters based on both direct and indirect measurements 1-gen-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. INTERNATIONAL JOURNAL OF CHEMICAL KINETICS -
Distributed function estimation: adaptation using minimal communication 1-gen-2022 Szabo, Botond; van Zanten, Harry MATHEMATICAL STATISTICS AND LEARNING -
Empirical Bayes scaling of Gaussian priors in the white noise model 1-gen-2013 Szabo, Botond Tibor; van der Vaart, Aad W; van Zanten, Harry J. ELECTRONIC JOURNAL OF STATISTICS -
Fast exact Bayesian inference for sparse signals in the normal sequence model 1-gen-2021 van Erven, Tim; Szabo, Botond BAYESIAN ANALYSIS -
Frequentist coverage of adaptive nonparametric Bayesian credible sets 1-gen-2015 Szabo, Botond; van der Vaart, Adrianus Willem; van Zanten, Harry ANNALS OF STATISTICS -
Honest Bayesian confidence sets for the L2-norm 1-gen-2015 Szabo, Botond; van der Vaart, Add; van Zanten, Harry JOURNAL OF STATISTICAL PLANNING AND INFERENCE -
Kolyan Ray and Botond Szabo’s contribution to the Discussion of “Martingale Posterior Distributions” by Fong, Holmes and Walke 1-gen-2023 Ray, Kolyan; Szabo, Botond JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B STATISTICAL METHODOLOGY -