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2020 – today
- 2023
[j1]Francisco Pérez-Galarce
, Karim Pichara, Pablo Huijse, Márcio Catelán, Domingo Mery:
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift. Astron. Comput. 43: 100694 (2023)- [i6]Francisco Pérez-Galarce, Karim Pichara, Pablo Huijse, Márcio Catelán, Domingo Mery:
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift. CoRR abs/2303.06544 (2023) - [i5]Manuel Pérez-Carrasco, Guillermo Cabrera-Vives, Lorena Hernández-García, Francisco Förster, Paula Sánchez-Sáez, Alejandra Muñoz Arancibia, Nicolás Astorga, Franz E. Bauer, Amelia Bayo, Martina Cádiz-Leyton, Márcio Catelán:
Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories. CoRR abs/2308.05011 (2023) - 2021
- [i4]Francisco Pérez-Galarce, Karim Pichara, Pablo Huijse, Márcio Catelán, Domingo Mery:
Informative Bayesian model selection for RR Lyrae star classifiers. CoRR abs/2105.11531 (2021) - 2020
- [i3]Ignacio Becker, Karim Pichara, Márcio Catelán, Pavlos Protopapas, Carlos Aguirre, Fatemeh Nikzat:
Scalable End-to-end Recurrent Neural Network for Variable star classification. CoRR abs/2002.00994 (2020) - [i2]Rodrigo Carrasco-Davis, Esteban Reyes, Camilo Valenzuela, Francisco Förster, Pablo A. Estévez, Giuliano Pignata, Franz E. Bauer, Ignacio Reyes, Paula Sánchez-Sáez, Guillermo Cabrera-Vives, Susana Eyheramendy, Márcio Catelán, Javier Arredondo, Ernesto Castillo-Navarrete, Diego Rodríguez-Mancini, Daniela Ruz-Mieres, Alberto Moya, Luis Sabatini-Gacitúa, Cristóbal Sepúlveda-Cobo, Ashish Mahabal, Javier Silva-Farfán, Ernesto Camacho-Iñiquez, Lluís Galbany:
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier. CoRR abs/2008.03309 (2020)
2010 – 2019
- 2019
- [i1]Christian Pieringer, Karim Pichara, Márcio Catelán, Pavlos Protopapas:
An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves. CoRR abs/1903.03254 (2019)
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