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Home/Authors/Gilles Louppe

Gilles Louppe

1

Affiliations

Affiliations

University of Liège

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

7

papers

203

total citations

papers (7)

Score-based Data Assimilation

NEURIPS 2023arXiv

Truncated Marginal Neural Ratio Estimation

NEURIPS 2021arXiv

Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation

NEURIPS 2022arXiv

HNPE: Leveraging Global Parameters for Neural Posterior Estimation

NEURIPS 2021arXiv

From global to local MDI variable importances for random forests and when they are Shapley values

NEURIPS 2021arXiv

Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability

NEURIPS 2023arXiv

Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation

NEURIPS 2025arXiv