Publications

Matthias Pirlet, Adrien Bolland, Alexandre Huynen, Quentin Louveaux, Gilles Louppe, Damien Ernst (2026). Bayesian Inference for Estimating Generation Costs in Electricity Markets. EPSR (PSCC 2026).
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Matthias Pirlet (2025). An empirical analysis of tail risk forecasting using realized quantiles. MSc Thesis, HEC Liège.
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Gérôme Andry, Sacha Lewin, François Rozet, Omer Rochman, Victor Mangeleer, Matthias Pirlet, Elise Faulx, Marilaure Grégoire, Gilles Louppe (2025). Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation. In ML4PS @ NeurIPS 2025.
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Matthias Pirlet, Adrien Bolland, Gilles Louppe, Damien Ernst (2024). Cost Estimation in Unit Commitment Problems Using Simulation-Based Inference. In D3S3 @ NeurIPS 2024.
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Matthias Pirlet (2022). Drone control through a vocal interface. MSc Thesis, ULiège.
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