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Christoph Weniger

Mean-Field Simulation-Based Inference for Cosmological Initial Conditions

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Oct 21, 2024
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Bayesian Simulation-based Inference for Cosmological Initial Conditions

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Oct 30, 2023
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Simulation-based Inference with the Generalized Kullback-Leibler Divergence

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Oct 03, 2023
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Balancing Simulation-based Inference for Conservative Posteriors

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Apr 21, 2023
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Contrastive Neural Ratio Estimation

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Oct 11, 2022
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Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation

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Nov 15, 2021
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Truncated Marginal Neural Ratio Estimation

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Jul 02, 2021
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Towards constraining warm dark matter with stellar streams through neural simulation-based inference

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Nov 30, 2020
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Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time

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Nov 27, 2020
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Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization

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Nov 12, 2020
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