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Feature Clustering for Support Identification in Extreme Regions

 Hamid Jalalzai , Rémi Leluc
Proceedings of Machine Learning Research, 2021, Proceedings of the 38 th International Conference on Machine Learning, 139, pp.4733-4743
Article dans une revue hal-04044542v1

Membership Inference Attacks via Adversarial Examples

 Hamid Jalalzai , Elie Kadoche , Rémi Leluc , Vincent Plassier
2022
Pré-publication, Document de travail hal-03910286v1

Leveraging Adversarial Examples to Quantify Membership Information Leakage

 Ganesh Del Grosso , Hamid Jalalzai , Georg Pichler , Catuscia Palamidessi , Pablo Piantanida
CVPR 2022 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2022, New Orleans, United States. pp.10389-10399, ⟨10.1109/CVPR52688.2022.01015⟩
Communication dans un congrès hal-03919891v1
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On Binary Classification in Extreme Regions

 Hamid Jalalzai , Stéphan Clémençon , Anne Sabourin
2018
Proceedings/Recueil des communications hal-01932813v1
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Concentration bounds for the empirical angular measure with statistical learning applications

 Stéphan Clémençon , Hamid Jalalzai , Stéphane Lhaut , Anne Sabourin , Johan Segers
Bernoulli, 2023, 29 (4), ⟨10.3150/22-BEJ1562⟩
Article dans une revue hal-03920536v1
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Heavy-tailed Representations, Text Polarity Classification & Data Augmentation

 Hamid Jalalzai , Pierre Colombo , Chloé Clavel , Éric Gaussier , Giovanna Varni , et al.
2020
Pré-publication, Document de travail hal-02936647v1
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