Christoph Weniger

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Neural Information Processing

Inference Process

Network Architecture

Bayesian Models

Top Venues

J. Open Source Softw.

Publications

Benjamin Kurt Miller, Marco Federici, Christoph Weniger, Patrick Forré
Simulation-based Inference with the Generalized Kullback-Leibler Divergence. CoRR (2023)
Arnaud Delaunoy, Benjamin Kurt Miller, Patrick Forré, Christoph Weniger, Gilles Louppe
Balancing Simulation-based Inference for Conservative Posteriors. CoRR (2023)
Florian List, Noemi Anau Montel, Christoph Weniger
Bayesian Simulation-based Inference for Cosmological Initial Conditions. CoRR (2023)
Benjamin Kurt Miller, Christoph Weniger, Patrick Forré
Contrastive Neural Ratio Estimation. CoRR (2022)
Benjamin Kurt Miller, Christoph Weniger, Patrick Forré
Contrastive Neural Ratio Estimation. NeurIPS (2022)
Benjamin Kurt Miller, Alex Cole, Christoph Weniger, Francesco Nattino, Ou Ku, Meiert W. Grootes
swyft: Truncated Marginal Neural Ratio Estimation in Python. J. Open Source Softw. 7 (75) (2022)
Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger
Truncated Marginal Neural Ratio Estimation. NeurIPS (2021)
Alex Cole, Benjamin Kurt Miller, Samuel J. Witte, Maxwell X. Cai, Meiert W. Grootes, Francesco Nattino, Christoph Weniger
Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation. CoRR (2021)
Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger
Truncated Marginal Neural Ratio Estimation. CoRR (2021)
Arnaud Delaunoy, Antoine Wehenkel, Tanja Hinderer, Samaya Nissanke, Christoph Weniger, Andrew R. Williamson, Gilles Louppe
Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization. CoRR (2020)
Benjamin Kurt Miller, Alex Cole, Gilles Louppe, Christoph Weniger
Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time. CoRR (2020)