51 citations · 507 across the 30 of their papers we have counts for
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cs.LG2021
Uncertainty Quantification in Neural Differential Equations
Olga Graf, Pablo Flores, Pavlos Protopapas +1
Uncertainty quantification (UQ) helps to make trustworthy predictions based on collected observations and uncertain domain knowledge. With increased usage of deep learning in vario…
astro-ph.IM2021★ 4 cited
Informative Bayesian model selection for RR Lyrae star classifiers
F. Pérez-Galarce, K. Pichara, P. Huijse +2
Machine learning has achieved an important role in the automatic classification of variable stars, and several classifiers have been proposed over the last decade. These classifier…