Julyan Arbel

Available identifiers

zbMath Open arbel.julyanWikidataQ56972836 ScholiaQ56972836MaRDI QIDQ517367

List of research outcomes

Publication	Date of Publication	Type
Bayes in action in deep learning and dictionary learning	2024-04-10	Paper
BNPdensity: Bayesian nonparametric mixture modelling in R	2023-10-20	Paper
Reparameterization of extreme value framework for improved Bayesian workflow	2023-09-15	Paper
Multivariate expectile-based distribution: properties, Bayesian inference, and applications	2023-06-20	Paper
Bayesian mixture models (in)consistency for the number of clusters	2022-10-25	Paper
Summary statistics and discrepancy measures for approximate Bayesian computation via surrogate posteriors	2022-10-07	Paper
On the Hurwitz zeta function with an application to the beta-exponential distribution	2022-01-20	Paper
Approximating predictive probabilities of Gibbs-type priors	2021-05-03	Paper
Dirichlet process mixtures under affine transformations of the data	2021-02-25	Paper
Bayesian nonparametric priors for hidden Markov random fields	2020-08-27	Paper
On strict sub-Gaussianity, optimal proxy variance and symmetry for bounded random variables	2020-05-18	Paper
Stochastic approximations to the Pitman-Yor process	2020-01-29	Paper
A simple proof of Pitman-Yor's Chinese restaurant process from its stick-breaking representation	2020-01-13	Paper
Dependence properties and Bayesian inference for asymmetric multivariate copulas	2019-11-22	Paper
https://portal.mardi4nfdi.de/entity/Q5242730	2019-11-12	Paper
Sub-Weibull distributions: generalizing sub-Gaussian and sub-Exponential properties to heavier-tailed distributions	2019-05-13	Paper
Full Bayesian inference with hazard mixture models	2018-08-15	Paper
On the sub-Gaussianity of the beta and Dirichlet distributions	2017-10-25	Paper
Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity	2017-09-15	Paper
On the Truncation Error of a Superposed Gamma Process	2017-06-13	Paper
Bayesian nonparametric inference for discovery probabilities: credible intervals and large sample asymptotics	2017-04-18	Paper
A moment-matching Ferguson \& Klass algorithm	2017-03-23	Paper
Contributed discussion on article by Müller and Mitra	2016-02-02	Paper
Bayesian Optimal Adaptive Estimation Using a Sieve Prior	2013-10-09	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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