A simulation-based inference framework that jointly models type Ia supernovae brightness dependences, host galaxy evolution, and cosmology from photometric observations.
In: Chaudhuri K, Jegelka S, Song L, et al (eds) Proceedings of the 39th International Conference on Machine Learning, Proceedings of Machine Learning Research, vol 162
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CIGaRS I: Combined simulation-based inference from type Ia supernovae and host photometry
A simulation-based inference framework that jointly models type Ia supernovae brightness dependences, host galaxy evolution, and cosmology from photometric observations.