Christoph Weniger

17 papers A* 2Journal 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Dynamic SBI: Round-free Sequential Simulation-Based Inference with Adaptive Datasets. CoRR Huifang Lyu, James Alvey, Noemi Anau Montel, Mauro Pieroni, Christoph Weniger
2025	J	`jnl`	Fast Sampling of Cosmological Initial Conditions with Gaussian Neural Posterior Estimation. CoRR Oleg Savchenko, Guillermo Franco Abellán, Florian List, Noemi Anau Montel, Christoph Weniger
2025	J	`jnl`	Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models. CoRR 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, Jesús Marco de Lucas, Sydney Otten, Pawel Pawlowski, Pietro Vischia, Erik Weber, Christoph Weniger
2025	J	`jnl`	Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF. CoRR Sascha Caron, Andreas Ipp, Gert Aarts, Gábor Bíró, Daniele Bonacorsi, Elena Cuoco, Caterina Doglioni, Tommaso Dorigo, Julián García Pardiñas, Stefano Giagu, Tobias Golling, Lukas Heinrich, Ik Siong Heng, Paula Gina Isar, Karolos Potamianos, Liliana Teodorescu, John Veitch, Pietro Vischia, Christoph Weniger
2024	J	`jnl`	Mean-Field Simulation-Based Inference for Cosmological Initial Conditions. CoRR Oleg Savchenko, Florian List, Guillermo Franco Abellán, Noemi Anau Montel, Christoph Weniger
2024	J	`jnl`	Tests for model misspecification in simulation-based inference: from local distortions to global model checks. CoRR Noemi Anau Montel, James Alvey, Christoph Weniger
2023	J	`jnl`	Balancing Simulation-based Inference for Conservative Posteriors. CoRR Arnaud Delaunoy, Benjamin Kurt Miller, Patrick Forré, Christoph Weniger, Gilles Louppe
2023	J	`jnl`	Bayesian Simulation-based Inference for Cosmological Initial Conditions. CoRR Florian List, Noemi Anau Montel, Christoph Weniger
2023	J	`jnl`	Simulation-based Inference with the Generalized Kullback-Leibler Divergence. CoRR Benjamin Kurt Miller, Marco Federici, Christoph Weniger, Patrick Forré
2022	A*	`conf`	Contrastive Neural Ratio Estimation. NeurIPS Benjamin Kurt Miller, Christoph Weniger, Patrick Forré
2022	J	`jnl`	Contrastive Neural Ratio Estimation. CoRR Benjamin Kurt Miller, Christoph Weniger, Patrick Forré
2022	J	`jnl`	swyft: Truncated Marginal Neural Ratio Estimation in Python. J. Open Source Softw. Benjamin Kurt Miller, Alex Cole, Christoph Weniger, Francesco Nattino, Ou Ku, Meiert W. Grootes
2021	J	`jnl`	Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation. CoRR Alex Cole, Benjamin Kurt Miller, Samuel J. Witte, Maxwell X. Cai, Meiert W. Grootes, Francesco Nattino, Christoph Weniger
2021	A*	`conf`	Truncated Marginal Neural Ratio Estimation. NeurIPS Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger
2021	J	`jnl`	Truncated Marginal Neural Ratio Estimation. CoRR Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger
2020	J	`jnl`	Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization. CoRR Arnaud Delaunoy, Antoine Wehenkel, Tanja Hinderer, Samaya Nissanke, Christoph Weniger, Andrew R. Williamson, Gilles Louppe
2020	J	`jnl`	Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time. CoRR Benjamin Kurt Miller, Alex Cole, Gilles Louppe, Christoph Weniger