Doctorant UCL
Hamer, Victor ; Dupont, Pierre. An Importance Weighted Feature Selection Stability Measure. In: Journal of Machine Learning Research, Vol. 22, no.116, p. 1-57 (2021).
Hamer, Victor ; Dupont, Pierre. Robust Selection Stability Estimation in Correlated Spaces. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (Bilbao (online), du 13/09/2021 au 17/09/2021). In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, Vol. 1, no.1, p. 446-461 (2021).
Hamer, Victor ; Dupont, Pierre. Joint optimization of predictive performance and selection stability. 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Bruges, Belgium, du 02/10/2020 au 04/10/2020). In: ESANN 2020 - Proceedings, Vol. 1, no.1, p. 381-386 (2020).
Hamer, Victor ; Dupont, Pierre. Explicit Control of Feature Relevance and Selection Stability Through Pareto Optimality. Interactive Adaptive Learning (IAL2019) (Würzburg (Germany), 16/09/2019). In: CEUR Workshop Proceedings, Vol. 2444, no.1, p. 64-79 (2019).
Hamer, Victor ; Dupont, Pierre. Learning Computationally Efficient Metrics for Large Scale Person Identification. BENELEARN2018 (Jheronimus Academy of Data Science, du 08/11/2018 au 09/11/2018). In: Proceedings of the Annual Machine Learning Conference of Belgium and the Netherlands 2018, Vol. /, no./, p. / (2018).
Hamer, Victor. Estimation and optimization of feature selection stability with applications to omics data, prom. : Dupont, Pierre, 07/12/2022.
