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en:research [2024/02/14 13:11] – [Few publications (illustrating types of research questions I have been tackling)] nguyenlien:research [2024/05/21 12:49] (current) – [Post-doctorate researchers] nguyenli
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 * Active learning, Ensemble learning\\ * Active learning, Ensemble learning\\
  
-====== List of publications ======+** List of publications **
  
 *[[https://scholar.google.fr/citations?hl=en&user=J-PcfGgAAAAJ&view_op=list_works&sortby=pubdate|Google Scholar]]\\ *[[https://scholar.google.fr/citations?hl=en&user=J-PcfGgAAAAJ&view_op=list_works&sortby=pubdate|Google Scholar]]\\
 *[[https://dblp.org/pid/164/2698.html|DBLP]]\\ *[[https://dblp.org/pid/164/2698.html|DBLP]]\\
-==== Co-authors (a non-exhaustive list in alphabetical order) ====+ 
 +** Co-authors (a non-exhaustive list in alphabetical order) ** 
 *[[https://salmuz.github.io/|Yonatan Carlos Carranza Alarcón]],  *[[https://salmuz.github.io/|Yonatan Carlos Carranza Alarcón]], 
 [[https://uai.win.tue.nl/author/cassio-de-campos/|Cassio de Campos]],  [[https://uai.win.tue.nl/author/cassio-de-campos/|Cassio de Campos]], 
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 [[https://yangyang-pro.github.io/|Yang Yang]], [[https://yangyang-pro.github.io/|Yang Yang]],
 [[https://scholar.google.fr/citations?user=KAgZOtMAAAAJ&hl=en|Haifei Zhang]]. [[https://scholar.google.fr/citations?user=KAgZOtMAAAAJ&hl=en|Haifei Zhang]].
-==== Few publications (illustrating types of research questions I have been tackling) ==== 
  
-* Nguyen, V. L., Zhang, H. & Destercke, S. (2023). [[https://link.springer.com/chapter/10.1007/978-3-031-45608-4_21|Learning Sets of Probabilities Through Ensemble Methods]]. In Proceedings of the 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU), pp. 1-14.+** Few publications (illustrating types of research questions I have been tackling) ** 
 + 
 +* Nguyen, V. L., Zhang, H., & Destercke, S. (2023). [[https://link.springer.com/chapter/10.1007/978-3-031-45608-4_21|Learning Sets of Probabilities Through Ensemble Methods]]. In Proceedings of the 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU), pp. 1-14.
  
 * Nguyen, V. L., Yang, Y., & de Campos, Cassio P. (2023). [[https://openreview.net/forum?id=3WnTBadc-J|Probabilistic Multi-Dimensional Classification]]. In Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence (UAI), pp. 1-12. \\ * Nguyen, V. L., Yang, Y., & de Campos, Cassio P. (2023). [[https://openreview.net/forum?id=3WnTBadc-J|Probabilistic Multi-Dimensional Classification]]. In Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence (UAI), pp. 1-12. \\
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 * Nguyen, V. L., Destercke, S., Masson, M. H., & Hüllermeier, E. (2018). [[https://www.ijcai.org/proceedings/2018/0706.pdf|Reliable multi-class classification based on pairwise epistemic and aleatoric uncertainty]]. In Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI), pp. 5089-5095. * Nguyen, V. L., Destercke, S., Masson, M. H., & Hüllermeier, E. (2018). [[https://www.ijcai.org/proceedings/2018/0706.pdf|Reliable multi-class classification based on pairwise epistemic and aleatoric uncertainty]]. In Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI), pp. 5089-5095.
  
 +
 +====== Post-doctorate researchers======
 +
 +**In progress**
 +
 +* Kim-Dung Tran (co-supervised with [[https://www.hds.utc.fr/~sdesterc/dokuwiki/doku.php|Sébastien Destercke]]): Tensor decompositions and their applications in machine learning
 ====== PhD students====== ====== PhD students======
  
 **In progress** **In progress**
  
-* [[https://www.hds.utc.fr/~dothuha/dokuwiki/fr/start|Thu-Ha Do]]: [[https://www.hds.utc.fr/~nguyenli/dokuwiki/_media/fr/utc_phd_proposal_probabilistic_graphical_models_for_complex_learning_tasks.pdf|Probabilistic Graphical Models for Complex Learning Tasks]] (co-supervised with [[https://www.hds.utc.fr/~grandval/dokuwiki/|Yves Grandvalet]])+* [[https://www.hds.utc.fr/~dothuha/dokuwiki/fr/start|Thu-Ha Do]] (co-supervised with [[https://www.hds.utc.fr/~grandval/dokuwiki/|Yves Grandvalet]]): [[https://www.hds.utc.fr/~nguyenli/dokuwiki/_media/fr/utc_phd_proposal_probabilistic_graphical_models_for_complex_learning_tasks.pdf|Probabilistic Graphical Models for Complex Learning Tasks]]
  
 **Defended** **Defended**
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 **In progress** **In progress**
  
-* No+* Salvador Madrigal Castillo (co-supervised with [[https://scholar.google.com/citations?hl=fr&user=tGAtHxcAAAAJ&view_op=list_works&sortby=pubdate|Cyprien Gilet]] and [[https://www.hds.utc.fr/~sdesterc/dokuwiki/doku.php|Sébastien Destercke]]): "Minimax Classifiers for Multi-Label Classification", University of Technology of Compiègne, France, 2024.
  
 **Defended** **Defended**
  
-* [[https://yangyang-pro.github.io/|Yang Yang]] (co-supervised with [[https://uai.win.tue.nl/author/cassio-de-campos/|Cassio de Campos]]): ''[[https://yangyang-pro.github.io/publication/master-thesis/|Generalized Bayesian Network Classifiers]]'' - now PhD student at KU Leuven +* [[https://yangyang-pro.github.io/|Yang Yang]] (co-supervised with [[https://uai.win.tue.nl/author/cassio-de-campos/|Cassio de Campos]]): ''[[https://yangyang-pro.github.io/publication/master-thesis/|Generalized Bayesian Network Classifiers]]'', Eindhoven University of Technology, the Netherlands, 2022.
 ====== Other scientific activities ====== ====== Other scientific activities ======
  
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 * AISTATS (2021-2022) \\ * AISTATS (2021-2022) \\
 * UAI (2021) \\ * UAI (2021) \\
 +* ECAI (2024) \\
 * ISIPTA (2023) \\ * ISIPTA (2023) \\
 * IUKM (2023) \\ * IUKM (2023) \\
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 * Pattern Recognition (2023) \\ * Pattern Recognition (2023) \\
 * ACM Transactions on Probabilistic Machine Learning (2024) * ACM Transactions on Probabilistic Machine Learning (2024)
 +
 +**Grant reviewing**
 +
 +* National Science Center, Poland (2024)
 +
 +
 +

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en/research.1707912697.txt.gz · Last modified: 2024/02/14 13:11 by nguyenli
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