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08/09/2023
Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories
With the increasing volume of astronomical data generated by modern surv...
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03/12/2023
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift
In recent decades, machine learning has provided valuable models and alg...
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11/19/2021
Periodic Variable Stars Modulated by Time-Varying Parameters
Many astrophysical phenomena are time-varying, in the sense that their b...
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08/07/2020
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier
We present a real-time stamp classifier of astronomical events for the A...
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02/03/2020
Scalable End-to-end Recurrent Neural Network for Variable star classification
During the last decade, considerable effort has been made to perform aut...
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03/08/2019