Neural importance sampling for rapid and reliable gravitational-wave inference M Dax, SR Green, J Gair, M Pürrer, J Wildberger, JH Macke, A Buonanno, ...
Physical Review Letters 130 (17), 171403, 2023
92 2023 Observation of Gravitational Waves from the Coalescence of a AG Abac, R Abbott, I Abouelfettouh, F Acernese, K Ackley, S Adhicary, ...
64 * 2024 Flow matching for scalable simulation-based inference J Wildberger, M Dax, S Buchholz, S Green, JH Macke, B Schölkopf
Advances in Neural Information Processing Systems 36, 2024
25 2024 Adapting to noise distribution shifts in flow-based gravitational-wave inference J Wildberger, M Dax, SR Green, J Gair, M Pürrer, JH Macke, A Buonanno, ...
Physical Review D 107 (8), 084046, 2023
18 2023 beta-VAE reproducibility: Challenges and extensions M Fil, M Mesinovic, M Morris, J Wildberger
arXiv preprint arXiv:2112.14278, 2021
17 2021 Search for eccentric black hole coalescences during the third observing run of LIGO and Virgo AG Abac, R Abbott, H Abe, T Creighton, MC Diaz, F Llamas Villarreal, ...
The Astrophysical Journal, 2024
15 2024 Flow matching for scalable simulation-based inference M Dax, J Wildberger, S Buchholz, SR Green, JH Macke, B Schölkopf
arXiv preprint arXiv:2305.17161, 2023
14 2023 Evidence for eccentricity in the population of binary black holes observed by LIGO-Virgo-KAGRA N Gupte, A Ramos-Buades, A Buonanno, J Gair, MC Miller, M Dax, ...
arXiv preprint arXiv:2404.14286, 2024
12 2024 Ultralight vector dark matter search using data from the KAGRA O3GK run AG Abac, R Abbott, H Abe, I Abouelfettouh, F Acernese, K Ackley, ...
arXiv preprint arXiv:2403.03004, 2024
8 2024 Real-time gravitational-wave inference for binary neutron stars using machine learning M Dax, SR Green, J Gair, N Gupte, M Pürrer, V Raymond, J Wildberger, ...
arXiv preprint arXiv:2407.09602, 2024
7 2024 On the Interventional Kullback-Leibler Divergence J Wildberger, S Guo, A Bhattacharyya, B Schölkopf
2nd Conference on Causal Learning and Reasoning (CLeaR) , April 2023, 2023
6 2023 Inferring Atmospheric Properties of Exoplanets with Flow Matching and Neural Importance Sampling TD Gebhard, J Wildberger, M Dax, D Angerhausen, SP Quanz, ...
arXiv preprint arXiv:2312.08295, 2023
4 2023 Out-of-Variable Generalization for Discriminative Models S Guo, J Wildberger, B Schölkopf
arXiv preprint arXiv:2304.07896, 2023
4 2023 Out-of-variable generalization S Guo, J Wildberger, B Schölkopf
arXiv preprint arXiv:2304.07896 7 (9), 2023
4 2023 Flow matching for atmospheric retrieval of exoplanets: Where reliability meets adaptive noise levels TD Gebhard, J Wildberger, M Dax, A Kofler, D Angerhausen, SP Quanz, ...
Astronomy & Astrophysics 693, A42, 2025
1 2025 Swift-BAT GUANO follow-up of gravitational-wave triggers in the third LIGO-Virgo-KAGRA observing run G Raman, S Ronchini, J Delaunay, A Tohuvavohu, JA Kennea, ...
arXiv preprint arXiv:2407.12867, 2024
1 2024 Search for continuous gravitational waves from known pulsars in the first part of the fourth LIGO-Virgo-KAGRA observing run AG Abac, R Abbott, I Abouelfettouh, F Acernese, K Ackley, S Adhicary, ...
arXiv preprint arXiv:2501.01495, 2025
2025 Search for gravitational waves emitted from SN 2023ixf AG Abac, R Abbott, I Abouelfettouh, F Acernese, K Ackley, S Adhicary, ...
arXiv preprint arXiv:2410.16565, 2024
2024 Analyzing Exoplanet Spectra with Flow Matching Posterior Estimation and Neural Importance Sampling T Gebhard, J Wildberger, M Dax, D Angerhausen, B Schölkopf, SP Quanz
2024 Astrobiology Science Conference, 2024
2024 arXiv: Ultralight vector dark matter search using data from the KAGRA O3GK run AG Abac, ML Chiofalo, G Nieradka, R Pegna, C North, R Bhandare, ...
2024 