Uncertainty estimation for time series classification: Exploring predictive uncertainty in transformer-based models for variable stars

Martina Cádiz-Leyton, Guillermo Cabrera-Vives, Pavlos Protopapas +3

Classifying variable stars is key for understanding stellar evolution and galactic dynamics. With the demands of large astronomical surveys, machine learning models, especially att…