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Badr-Eddine Chérief-Abdellatif
Badr-Eddine Chérief-Abdellatif
University of Oxford, Department of Statistics
Verified email at stats.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
Consistency of variational Bayes inference for estimation and model selection in mixtures
BE Chérief-Abdellatif, P Alquier
Electronic Journal of Statistics 12 (2), 2995-3035, 2018
442018
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy
BE Chérief-Abdellatif, P Alquier
Proceedings of The 2nd Symposium on Advances in Approximate Bayesian …, 2020
302020
Consistency of ELBO maximization for model selection
BE Chérief-Abdellatif
Proceedings of The 1st Symposium on Advances in Approximate Bayesian …, 2019
182019
Convergence rates of variational inference in sparse deep learning
BE Chérief-Abdellatif
International Conference on Machine Learning, 1831-1842, 2020
172020
A Generalization Bound for Online Variational Inference
BE Chérief-Abdellatif, P Alquier, ME Khan
Proceedings of The Eleventh Asian Conference on Machine Learning 101, 662-677, 2019
172019
Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence
BE Chérief-Abdellatif, P Alquier
Bernoulli 28 (1), 181-213, 2022
122022
Estimation of copulas via maximum mean discrepancy
P Alquier, BE Chérief-Abdellatif, A Derumigny, JD Fermanian
Journal of the American Statistical Association, 1-16, 2022
22022
Contributions to the theoretical study of variational inference and robustness
BE Cherief-Abdellatif
Institut polytechnique de Paris, 2020
22020
Convergence Rates of Variational Inference in Sparse Deep Learning
BE Chérief-Abdellatif
arXiv preprint arXiv:1908.04847, 2019
2*2019
On PAC-Bayesian reconstruction guarantees for VAEs
BE Chérief-Abdellatif, Y Shi, A Doucet, B Guedj
International Conference on Artificial Intelligence and Statistics, 3066-3079, 2022
12022
MMDCopula: Robust Estimation of Copulas by Maximum Mean Discrepancy
A Derumigny, P Alquier, JD Fermanian, BE Chérief-Abdellatif
2020
Finite sample properties of parametric MMD estimation: Robustness to misspecification and dependence Download PDF Open Website
BE Chérief-Abdellatif, P Alquier
and Probability
R CARRIZO VERGARA, D ALLARD, N DESASSIS, P BRAUNSTEINS, ...
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