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astro-ph.GA2020★ 5 cited
Detecting episodes of star formation using Bayesian model selection
Andrew J. Lawler, Viviana Acquaviva
Bayesian model comparison frameworks can be used when fitting models to data in order to infer the appropriate model complexity in a data-driven manner. We aim to use them to detec…
astro-ph.IM2020
Debunking Generalization Error or: How I Learned to Stop Worrying and Love My Training Set
Viviana Acquaviva, Chistopher Lovell, Emille Ishida
We aim to determine some physical properties of distant galaxies (for example, stellar mass, star formation history, or chemical enrichment history) from their observed spectra, us…