Hybrid SBI or How I Learned to Stop Worrying and Learn the Likelihood

C Modi, OHE Philcox - arXiv preprint arXiv:2309.10270, 2023 -
Computer Science paper astro-ph.CO Suggest

… As a proof-of-principle for this hybrid simulationbased inference (HySBI) approach, we … Recently, simulation-based inference (SBI) has emerged as a promising alternative …

Link to paper


title={Hybrid SBI or How I Learned to Stop Worrying and Learn the Likelihood},
author={Chirag Modi and Oliver H. E. Philcox},
primaryClass={id='astro-ph.CO' full_name='Cosmology and Nongalactic Astrophysics' is_active=True alt_name=None in_archive='astro-ph' is_general=False description='Phenomenology of early universe, cosmic microwave background, cosmological parameters, primordial element abundances, extragalactic distance scale, large-scale structure of the universe. Groups, superclusters, voids, intergalactic medium. Particle astrophysics dark energy, dark matter, baryogenesis, leptogenesis, inflationary models, reheating, monopoles, WIMPs, cosmic strings, primordial black holes, cosmological gravitational radiation'}