Publications HAL
13 documents
Articles dans une revue
- Victor Trappler, Élise Arnaud, Arthur Vidard, Laurent Debreu. Robust calibration of numerical models based on relative regret. Journal of Computational Physics, 2021, 426, pp.109952:1-19. ⟨10.1016/j.jcp.2020.109952⟩. ⟨hal-02464780v3⟩
Communications dans un congrès
- Victor Trappler, Céline Helbert, Christophette Blanchet-Scalliet, Rodolphe Le Riche. Multiobjective Bayesian Optimization under uncertainties. Rencontres annuelles 2024 du réseau Mexico, Dec 2024, Villeurbanne, France. ⟨hal-04886278⟩
Poster de conférence
- Didier Rullière, Rodolphe Le Riche, Xavier Bay, Soumyodeep Mukhopadhyay, Victor Trappler, et al.. Gaussian Processes: from knowledge-informed Machine Learning to optimization. HCERES LIMOS visit 2025, Oct 2025, Clermont -Ferrand, France. 2025. ⟨hal-05324906⟩
- Exaucé Luweh Adjim Ngarti, Élise Arnaud, Léo Nicoletti, Victor Trappler, Arthur Vidard. Robust Bayesian Inference via Amortized Variational Flows. RT-UQ PhD Day, Apr 2025, Grenoble, France. ⟨hal-05800363⟩
- Exaucé Luweh Adjim Ngarti, Élise Arnaud, Léo Nicoletti, Victor Trappler, Arthur Vidard. Robust Parameter Estimation with Variational Inference. Mascot-Num 2024, Apr 2024, Giens, France. ⟨hal-05800360⟩
- Exaucé Luweh Adjim Ngarti, Arthur Vidard, Élise Arnaud, Victor Trappler, Léo Nicoletti. Bayesian Posterior Approximation for Shallow Water Parameter Estimation. Autumn School in Bayesian Statistics 2023 at CIRM, Oct 2023, Marseille, France. . ⟨hal-05800353⟩
- Victor Trappler, Arthur Vidard. State-dependent Preconditioning for Data Assimilation. ISDA 2023 - 9th International Symposium on Data Assimilation, Oct 2023, Bologne, Italy. , pp.1-1, 2023. ⟨hal-04309242⟩
- Victor Trappler, Arthur Vidard. State-dependent Preconditioning for Data Assimilation. 2023 - 54th International Liège Colloquium on Ocean Dynamics : Machine Learning and Data Analysis in Oceanography, May 2023, Liège, Belgium. , pp.1-1. ⟨hal-04087646⟩
- Victor Trappler, Élise Arnaud, Laurent Debreu, Arthur Vidard. Regret-based calibration using GPs. Journées CIROQUO 2022, May 2022, Grenoble, France. ⟨hal-03681091⟩
Pré-publications, Documents de travail
- Victor Trappler. Expected Hypervolume Maximization for Multiobjective Optimization under Uncertainties. 2026. ⟨hal-05720605v2⟩
- Victor Trappler, Céline Helbert, Rodolphe Le Riche. Multiobjective Optimization under Uncertainties using Conditional Pareto Fronts. 2025. ⟨hal-04994978v5⟩
- Victor Trappler, Arthur Vidard. State-dependent preconditioning for the inner-loop in Variational Data Assimilation using Machine Learning. 2025. ⟨hal-04707967v3⟩
Thèses
- Victor Trappler. Parameter control in the presence of uncertainties. Modeling and Simulation. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM017⟩. ⟨tel-03275015v2⟩
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