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Ndjia njike Boris Edgar

Université de Mons - UMONS > Faculté Polytechnique > Service de Mathématique et Recherche opérationnelle

Université de Mons - UMONS > Faculté Polytechnique > Mathématique et Recherche opérationnelle

Main Referenced Co-authors
SIEBERT, Xavier  (11)
Denis, Christophe (2)
Hebiri, Mohamed (2)
Main Referenced Keywords
Mathematics - Statistics (2); Active learning (1); Artificial Intelligence (1); Computer Science - Learning (1); Machine learning theory (1);
Main Referenced Disciplines
Mathematics (8)
Computer science (4)
Education & instruction (2)
Engineering, computing & technology: Multidisciplinary, general & others (1)

Publications (total 12)

The most downloaded
25 downloads
Ndjia Njike, B. E., & Siebert, X. (2019). Nonparametric Active learning under local smoothness assumption [Paper presentation]. Conférence francophone sur l'apprentissage automatique, Toulouse, France. https://hdl.handle.net/20.500.12907/42278

Denis, C., Hebiri, M., Ndjia njike, B. E., & Siebert, X. (2023). Active learning algorithm through the lens of rejection arguments. Machine Learning. doi:10.1007/s10994-023-06494-8
Peer Reviewed verified by ORBi

Ndjia njike, B. E., & Siebert, X. (2023). Nonparametric active learning for cost-sensitive classification. Arxiv.

Ndjia Njike, B. E., & Siebert, X. (2022). Multi-class classification in nonparametric active learning. Proceedings of Machine Learning Research, 151, 7124–7162.
Peer Reviewed verified by ORBi

Denis, C., Hebiri, M., Ndjia Njike, B. E., & Siebert, X. (2022). Active learning algorithm through the lens of rejection arguments. arxiv.

Ndjia Njike, B. E. (07 December 2021). Théorie de l'apprentissage actif [Paper presentation]. Séminaire de probabilités et statistiques, Paris, France.

Ndjia Njike, B. E., & Siebert, X. (2020). Nonparametric adaptive active learning under local smoothness condition. arXiv preprint arXiv:2102.11077, 2021.

Ndjia Njike, B. E., & Siebert, X. (22 November 2019). Nonparametric adaptive active learning under local smoothness condition [Paper presentation]. Grascomp Doctoral Day (GDD'19), UNamur, Belgium.

Ndjia Njike, B. E., & Siebert, X. (2019). K-NN active learning under local smoothness assumption. arXiv.org.

Ndjia Njike, B. E., & Siebert, X. (2019). Nonparametric Active learning under local smoothness assumption [Paper presentation]. Conférence francophone sur l'apprentissage automatique, Toulouse, France.

Ndjia Njike, B. E., & Siebert, X. (19 October 2018). Nonparametric active learning [Paper presentation]. Logic meets Learning, Umons, Belgium.

Ndjia Njike, B. E., & Siebert, X. (02 February 2018). Risk bounds on statistical learning [Paper presentation]. 32nd Annual Conference of the Belgian Operational Research Society (ORBEL 32), Liège, Belgium.

Ndjia Njike, B. E., & Siebert, X. (07 March 2017). Apprentissage Statistique : Théorie et Applications [Poster presentation]. Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgique, 2017, Mons, Belgium.

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