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Badr-Eddine Chérief-Abdellatif
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2020 – today
- 2024
- [i8]Yi-Shan Wu, Yijie Zhang, Badr-Eddine Chérief-Abdellatif, Yevgeny Seldin:
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss. CoRR abs/2405.14681 (2024) - 2023
- [c6]Bastien Dussap, Gilles Blanchard, Badr-Eddine Chérief-Abdellatif:
Label Shift Quantification with Robustness Guarantees via Distribution Feature Matching. ECML/PKDD (5) 2023: 69-85 - [i7]Charles Riou, Pierre Alquier, Badr-Eddine Chérief-Abdellatif:
Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes. CoRR abs/2302.11709 (2023) - [i6]Bastien Dussap, Gilles Blanchard, Badr-Eddine Chérief-Abdellatif:
Label Shift Quantification with Robustness Guarantees via Distribution Feature Matching. CoRR abs/2306.04376 (2023) - 2022
- [c5]Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj:
On PAC-Bayesian reconstruction guarantees for VAEs. AISTATS 2022: 3066-3079 - [i5]Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj:
On PAC-Bayesian reconstruction guarantees for VAEs. CoRR abs/2202.11455 (2022) - 2020
- [c4]Badr-Eddine Chérief-Abdellatif:
Convergence Rates of Variational Inference in Sparse Deep Learning. ICML 2020: 1831-1842
2010 – 2019
- 2019
- [c3]Badr-Eddine Chérief-Abdellatif, Pierre Alquier:
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy. AABI 2019: 1-21 - [c2]Badr-Eddine Chérief-Abdellatif, Pierre Alquier, Mohammad Emtiyaz Khan:
A Generalization Bound for Online Variational Inference. ACML 2019: 662-677 - [i4]Badr-Eddine Chérief-Abdellatif, Pierre Alquier, Mohammad Emtiyaz Khan:
A Generalization Bound for Online Variational Inference. CoRR abs/1904.03920 (2019) - [i3]Badr-Eddine Chérief-Abdellatif:
Generalization Error Bounds for Deep Variational Inference. CoRR abs/1908.04847 (2019) - [i2]Badr-Eddine Chérief-Abdellatif, Pierre Alquier:
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy. CoRR abs/1909.13339 (2019) - [i1]Badr-Eddine Chérief-Abdellatif, Pierre Alquier:
Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence. CoRR abs/1912.05737 (2019) - 2018
- [c1]Badr-Eddine Chérief-Abdellatif:
Consistency of ELBO maximization for model selection. AABI 2018: 11-31
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