Julyan Arbel

Cited by

	All	Since 2019
Citations	1585	1469
h-index	18	16
i10-index	24	22

520

260

130

390

2013201420152016201720182019202020212022202320244 7 15 27 22 32 58 69 144 276 408 506

Public access

View all

34 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Stéphane GirardInria, FranceVerified email at inrialpes.fr
Florence ForbesDirector of Research, INRIA, Grenoble Rhone-AlpesVerified email at inria.fr
Mariia VladimirovaSenior Researcher @ Criteo AI LabVerified email at criteo.com
Daria BystrovaInria Grenoble Rhone-Alpes, Laboratoire d'Ecologie Alpine, CNRS, Universite Grenoble AlpesVerified email at inria.fr
Hien Duy NguyenLa Trobe University and Kyushu UniversityVerified email at latrobe.edu.au
Igor PrünsterProfessor of Statistics, Bocconi UniversityVerified email at carloalberto.org
Florian PrivéAarhus UniversityVerified email at au.dk
Bjarni J. VilhjalmssonNational Center for Register-based Research, Aarhus University, DenmarkVerified email at au.dk
Wilfried ThuillerSenior Scientist, Laboratoire d'Ecologie Alpine, CNRS, Univ. Grenoble Alpes, FranceVerified email at univ-grenoble-alpes.fr
Bernardo NipotiUniversity of Milano Bicocca, ItalyVerified email at unimib.it
Judith RousseauUniversity of oxfordVerified email at stats.ox.ac.uk
Giovanni PoggiatoPhd student, Laboratoire d'Ecologie Alpine, CNRS, Univ. Grenoble Alpes, FranceVerified email at univ-grenoble-alpes.fr
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Kerrie MengersenQueensland University of TechnologyVerified email at qut.edu.au
Pablo MesejoAssociate Professor, University of Granada & chief AI officer, Panacea Cooperative ResearchVerified email at decsai.ugr.es
Emmanuel BarbierInserm / Université Grenoble AlpesVerified email at univ-grenoble-alpes.fr
Fabien BouxPhD Biomedical Data ScientistVerified email at univ-grenoble-alpes.fr
Guillaume Kon Kam KingUniversité Paris-Saclay, INRAE, MaIAGE, 78350, Jouy-en-Josas, FranceVerified email at inrae.fr
Stefano FavaroUniversity of Torino and Collegio Carlo AlbertoVerified email at unito.it
James S ClarkProfessor of Environment, Duke UniversityVerified email at duke.edu

Julyan Arbel

Inria - Univ. Grenoble Alpes

Verified email at inria.fr - Homepage

Bayesian deep learning Bayesian nonparametrics Statistics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
LDpred2: better, faster, stronger F Privé, J Arbel, BJ Vilhjálmsson Bioinformatics 36 (22-23), 5424-5431, 2020	554	2020
On the interpretations of joint modeling in community ecology G Poggiato, T Münkemüller, D Bystrova, J Arbel, JS Clark, W Thuiller Trends in ecology & evolution 36 (5), 391-401, 2021	125	2021
Sub‐Weibull distributions: Generalizing sub‐Gaussian and sub‐Exponential properties to heavier tailed distributions M Vladimirova, S Girard, H Nguyen, J Arbel Stat 9 (1), e318, 2020	105	2020
Understanding priors in Bayesian neural networks at the unit level M Vladimirova, J Verbeek, P Mesejo, J Arbel International Conference on Machine Learning, 2018	96*	2018
On the sub-Gaussianity of the Beta and Dirichlet distributions O Marchal, J Arbel Electronic Communications in Probability 22, 1-14, 2017	93	2017
Bayesian optimal adaptive estimation using a sieve prior J Arbel, G Gayraud, J Rousseau Scandinavian Journal of Statistics 40 (3), 549-570, 2013	65	2013
Identifying and correcting for misspecifications in GWAS summary statistics and polygenic scores F Privé, J Arbel, H Aschard, BJ Vilhjálmsson Human Genetics and Genomics Advances 3 (4), 2022	40	2022
Stochastic approximations to the Pitman–Yor process J Arbel, P De Blasi, I Prünster Bayesian Analysis 14 (4), 753--771, 2019	34	2019
Approximate Bayesian computation via the energy statistic HD Nguyen, J Arbel, H Lü, F Forbes IEEE Access 8, 131683-131698, 2020	30	2020
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI T Papamarkou, M Skoularidou, K Palla, L Aitchison, J Arbel, D Dunson, ... Forty-first International Conference on Machine Learning, 2024	29*	2024
Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity J Arbel, K Mengersen, J Rousseau The Annals of Applied Statistics, 1496-1516, 2016	28*	2016
A moment-matching Ferguson & Klass algorithm J Arbel, I Prünster Statistics and Computing 27 (1), 3-17, 2016	28	2016
Bayesian inverse regression for vascular magnetic resonance fingerprinting F Boux, F Forbes, J Arbel, B Lemasson, EL Barbier IEEE Transactions on Medical Imaging 40 (7), 1827-1837, 2021	27*	2021
On strict sub-Gaussianity, optimal proxy variance and symmetry for bounded random variables J Arbel, O Marchal, HD Nguyen ESAIM: Probability and Statistics 24, 39-55, 2020	26	2020
Full Bayesian inference with hazard mixture models J Arbel, A Lijoi, B Nipoti Computational Statistics & Data Analysis 93, 359-372, 2016	25*	2016
Inferring disease architecture and predictive ability with LDpred2-auto F Privé, C Albiñana, J Arbel, B Pasaniuc, BJ Vilhjálmsson The American Journal of Human Genetics 110 (12), 2042-2055, 2023	23	2023
Bayesian nonparametric inference for discovery probabilities: credible intervals and large sample asymptotics J Arbel, S Favaro, B Nipoti, YW Teh Statistica Sinica 27, 839-858, 2017	21	2017
On the use of a local R-hat to improve MCMC convergence diagnostic T Moins, J Arbel, A Dutfoy, S Girard Bayesian Analysis, 2023	18*	2023
A primer on Bayesian neural networks: review and debates J Arbel, K Pitas, M Vladimirova, V Fortuin arXiv preprint arXiv:2309.16314, 2023	16	2023
Summary statistics and discrepancy measures for approximate Bayesian computation via surrogate posteriors F Forbes, HD Nguyen, TT Nguyen, J Arbel Statistics and Computing 32 (5), 85, 2022	15*	2022

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors