Network

Keywords from publications

Title Year Doi
Informative Bayesian model selection for RR Lyrae star classifiers 2021 https://doi.org/10.1093/mnras/stab320
Distinguishing a planetary transit from false positives: a Transformer-based classification for planetary transit signals 2023 https://doi.org/10.1093/mnras/stad1173
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift 2023 https://doi.org/arXiv:2303.06544
Depthwise convolutional neural network for multiband automatic quasars classification in ATLAS 2023 https://doi.org/10.1093/mnras/stad1859
A Reinforcement Learning-Based Follow-up Framework 2023 https://doi.org/10.3847/1538-3881/acb0c3
Semi-supervised classification and clustering analysis for variable stars 2022 https://doi.org/10.1093/mnras/stac2715
An Information Theory Approach on Deciding Spectroscopic Follow-ups 2020 https://doi.org/10.3847/1538-3881/ab557d
Classifying CMB time-ordered data through deep neural networks 2020 https://doi.org/10.1093/mnras/staa1009
Scalable end-to-end recurrent neural network for variable star classification 2020 https://doi.org/10.1093/mnras/staa350
Streaming classification of variable stars 2020 https://doi.org/10.1093/mnras/stz3426
An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves 2019 https://doi.org/10.1093/mnras/stz106
Deep multi-survey classification of variable stars 2019 https://doi.org/10.1093/mnras/sty2836

School Co-Authors

* Authors who are no longer vigent are not clickable.

External Co-Authors

  • Felipe Rojas
    1 publication
  • Ignacio Becker
    1 publication
  • F. Perez-Galarce
    1 publication
  • Cristobal Moya-Sierralta
    1 publication
  • Astrid E. San-Martin-Jimenez
    1 publication
  • Javiera Astudillo
    1 publication
  • Helem Salinas
    1 publication
  • Luis Felipe Barrientos
    1 publication
  • Pavlos Protopapas
    1 publication
  • Rafael Brahm
    1 publication
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