Christoph Weniger

According to our database, Christoph Weniger authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models.

Kristian Gonzalez Barman, Sascha Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, Michael Färber, Stefan Fröse, Faegheh Hasibi, Andreas Ipp, Rukshak Kapoor, Gregor Kasieczka, Daniel Kostic, Michael Krämer, Tobias Golling, Luis G. Lopez, Jesus Marco, Sydney Otten, Pawel Pawlowski, Pietro Vischia, Erik Weber, Christoph Weniger

CoRR, January, 2025

2024

Tests for model misspecification in simulation-based inference: from local distortions to global model checks.

Noemi Anau Montel, James Alvey, Christoph Weniger

CoRR, 2024

Mean-Field Simulation-Based Inference for Cosmological Initial Conditions.

Oleg Savchenko, Florian List, Guillermo Franco Abellán, Noemi Anau Montel, Christoph Weniger

CoRR, 2024

2023

Bayesian Simulation-based Inference for Cosmological Initial Conditions.

Florian List, Noemi Anau Montel, Christoph Weniger

CoRR, 2023

Simulation-based Inference with the Generalized Kullback-Leibler Divergence.

Benjamin Kurt Miller, Marco Federici, Christoph Weniger, Patrick Forré

CoRR, 2023

Balancing Simulation-based Inference for Conservative Posteriors.

Arnaud Delaunoy, Benjamin Kurt Miller, Patrick Forré, Christoph Weniger, Gilles Louppe

CoRR, 2023

2022

swyft: Truncated Marginal Neural Ratio Estimation in Python.

Benjamin Kurt Miller, Alex Cole, Christoph Weniger, Francesco Nattino, Ou Ku, Meiert W. Grootes

J. Open Source Softw., 2022

Contrastive Neural Ratio Estimation.

Benjamin Kurt Miller, Christoph Weniger, Patrick Forré

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation.

Alex Cole, Benjamin Kurt Miller, Samuel J. Witte, Maxwell X. Cai, Meiert W. Grootes, Francesco Nattino, Christoph Weniger

CoRR, 2021

Truncated Marginal Neural Ratio Estimation.

Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time.

Benjamin Kurt Miller, Alex Cole, Gilles Louppe, Christoph Weniger

CoRR, 2020

Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization.

Arnaud Delaunoy, Antoine Wehenkel, Tanja Hinderer, Samaya Nissanke, Christoph Weniger, Andrew R. Williamson, Gilles Louppe

CoRR, 2020