Badr-Eddine Chérief-Abdellatif

According to our database, Badr-Eddine Chérief-Abdellatif authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss.

Yi-Shan Wu, Yijie Zhang, Badr-Eddine Chérief-Abdellatif, Yevgeny Seldin

CoRR, 2024

2023

Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes.

Charles Riou, Pierre Alquier, Badr-Eddine Chérief-Abdellatif

CoRR, 2023

Label Shift Quantification with Robustness Guarantees via Distribution Feature Matching.

Bastien Dussap, Gilles Blanchard, Badr-Eddine Chérief-Abdellatif

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

2022

On PAC-Bayesian reconstruction guarantees for VAEs.

Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2020

Convergence Rates of Variational Inference in Sparse Deep Learning.

Badr-Eddine Chérief-Abdellatif

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence.

Badr-Eddine Chérief-Abdellatif, Pierre Alquier

CoRR, 2019

Generalization Error Bounds for Deep Variational Inference.

Badr-Eddine Chérief-Abdellatif

CoRR, 2019

A Generalization Bound for Online Variational Inference.

Badr-Eddine Chérief-Abdellatif, Pierre Alquier, Mohammad Emtiyaz Khan

Proceedings of The 11th Asian Conference on Machine Learning, 2019

MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy.

Badr-Eddine Chérief-Abdellatif, Pierre Alquier

Proceedings of the Symposium on Advances in Approximate Bayesian Inference, 2019

2018

Consistency of ELBO maximization for model selection.

Badr-Eddine Chérief-Abdellatif

Proceedings of the Symposium on Advances in Approximate Bayesian Inference, 2018