Julyan Arbel

Researcher, Inria

Joined

September 2017

Names

Julyan Arbel

Emails

****@gmail.com (Confirmed)

****@carloalberto.org (Confirmed)

****@inria.fr (Confirmed)

Personal Links

Career & Education History

Researcher

Inria (inria.fr)

2016 – Present

Postdoc

Collegio Carlo Alberto (carloalberto.org)

2013 – 2016

PhD student

Université Paris-Dauphine (Paris IX) (dauphine.fr)

2009 – 2013

Advisors, Relations & Conflicts

No relations added

Expertise

Bayesian neural networks

2018 – Present

Bayesian nonparametrics

2009 – Present

Publications

Error analysis of a compositional score-based algorithm for simulation-based inference
Camille Touron, Gabriel Cardoso, Julyan Arbel, Pedro L. C. Rodrigues
- EurIPS 2025 Workshop PriGM
- Readers: Everyone
Simulation-based inference of yeast centromeres
Eloïse Touron, Pedro L. C. Rodrigues, Julyan Arbel, Nelle Varoquaux, Michael Arbel
- SIMBIOCHEM 2025
- Readers: Everyone
Simulation-based inference of yeast centromeres
Eloïse Touron, Pedro L. C. Rodrigues, Julyan Arbel, Nelle Varoquaux, Michael Arbel
- NeurIPS 2025 Workshop Imageomics
- Readers: Everyone
$U$-ensembles: Improved diversity in the small data regime using unlabeled data
Konstantinos Pitas, Hani Anouar Bourrous, Julyan Arbel
- AABI 2025 Proceedings Track
- Readers: Everyone
Gaussian Pre-Activations in Neural Networks: Myth or Reality?
Pierre Wolinski, Julyan Arbel
- Accepted by TMLR
- Readers: Everyone
Shrinkage for extreme partial least-squares
Julyan Arbel, Stéphane Girard, Hadrien Lorenzo
- Stat. Comput. 2024
- Readers: Everyone
Logarithmic Regret for Unconstrained Submodular Maximization Stochastic Bandit
Julien Zhou, Pierre Gaillard, Thibaud Rahier, Julyan Arbel
- ALT 2025
- Readers: Everyone
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits
Julien Zhou, Pierre Gaillard, Thibaud Rahier, Houssam Zenati, Julyan Arbel
- NeurIPS 2024 poster
- Readers: Everyone
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, José Miguel Hernández-Lobato, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A Osborne, Tim G. J. Rudner et al. (5 additional authors not shown)
- ICML 2024 Poster
- Readers: Everyone
Covariance-Adaptive Least-Squares Algorithm for Stochastic Combinatorial Semi-Bandits
Julien Zhou, Pierre Gaillard, Thibaud Rahier, Houssam Zenati, Julyan Arbel
- CoRR 2024
- Readers: Everyone

View all 49 publications

Co-Authors

View all 76 co-authors