Márcio Catelán

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Higher Classification Accuracy

Bayesian Model Selection

Top Venues

Astron. Comput.

Publications

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 (2023)
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 (2023)
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 (2023)
Francisco Pérez-Galarce, Karim Pichara, Pablo Huijse, Márcio Catelán, Domingo Mery
Informative Bayesian model selection for RR Lyrae star classifiers. CoRR (2021)
Ignacio Becker, Karim Pichara, Márcio Catelán, Pavlos Protopapas, Carlos Aguirre, Fatemeh Nikzat
Scalable End-to-end Recurrent Neural Network for Variable star classification. CoRR (2020)
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 (2020)
Christian Pieringer, Karim Pichara, Márcio Catelán, Pavlos Protopapas
An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves. CoRR (2019)