Search Results for author: Ignacio Becker

Found 2 papers, 1 papers with code

Scalable End-to-end Recurrent Neural Network for Variable star classification

1 code implementation3 Feb 2020 Ignacio Becker, Karim Pichara, Márcio Catelan, Pavlos Protopapas, Carlos Aguirre, Fatemeh Nikzat

Our method uses minimal data preprocessing, can be updated with a low computational cost for new observations and light curves, and can scale up to massive datasets.

Classification Classification Of Variable Stars +1

Deep multi-survey classification of variable stars

no code implementations21 Oct 2018 Carlos Aguirre, Karim Pichara, Ignacio Becker

In this work, we present a novel Deep Learning model for light curve classification, mainly based on convolutional units.

BIG-bench Machine Learning Classification +5

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