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Home/Authors/Gilles Louppe

Gilles Louppe

Topic trends: 31,945 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,180 papers | Abstracts: 30,696 (89.8%) | Citations: 34,180 (100.0%) | arXiv: 25,720 (75.2%)

Built: Feb 4, 2026, 6:04 AM AMS

7

papers

7

total citations

papers (7)

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

NeurIPS 2025arXiv

Truncated Marginal Neural Ratio Estimation

NeurIPS 2021arXiv

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

NeurIPS 2021arXiv

HNPE: Leveraging Global Parameters for Neural Posterior Estimation

NeurIPS 2021arXiv

Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation

NeurIPS 2022arXiv

Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability

NeurIPS 2023arXiv

Score-based Data Assimilation

NeurIPS 2023arXiv