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Mariia Vladimirova
Mariia Vladimirova
Senior Researcher @ Criteo AI Lab
Adresse e-mail validée de criteo.com - Page d'accueil
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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
1102020
Understanding priors in Bayesian neural networks at the unit level
M Vladimirova, J Verbeek, P Mesejo, J Arbel
International Conference on Machine Learning, 6458-6467, 2019
98*2019
A primer on Bayesian neural networks: review and debates
J Arbel, K Pitas, M Vladimirova, V Fortuin
arXiv preprint arXiv:2309.16314, 2023
222023
Bayesian neural network unit priors and generalized Weibull-tail property
M Vladimirova, J Arbel, S Girard
Asian Conference on Machine Learning, 1397-1412, 2021
62021
Dependence between Bayesian neural network units
M Vladimirova, J Arbel, S Girard
arXiv preprint arXiv:2111.14397, 2021
32021
Maximizing the Success Probability of Policy Allocations in Online Systems
A Betlei, M Vladimirova, M Sebbar, N Urien, T Rahier, B Heymann
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11061 …, 2024
12024
Bayes in action in deep learning and dictionary learning
J Arbel, HP Dang, C Elvira, C Herzet, Z Naulet, M Vladimirova
ESAIM: Proceedings and Surveys 74, 90-107, 2023
12023
Dimensionality reduction for time series decoding and forecasting problems
R Isachenko, M Vladimirova, V Strijov
DEStech Transactions on Computer Science and Engineering optim, 286-296, 2018
12018
FairJob: A Real-World Dataset for Fairness in Online Systems
M Vladimirova, F Pavone, E Diemert
Advances in Neural Information Processing Systems 37, 10442-10469, 2025
2025
Distributional properties of Bayesian neural networks
M Vladimirova
Université Grenoble Alpes [2020-....], 2022
2022
Generalized Weibull-tail distributions
M Vladimirova, J Arbel, S Girard
JDS 2021-52èmes Journées de Statistique de la Société Française de …, 2021
2021
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