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2020 – today
- 2023
[j5]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)- [i9]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) - 2021
- [j4]Felipe A. Tobar, Lerko Araya-Hernández, Pablo Huijse, Petar M. Djuric:
Bayesian Reconstruction of Fourier Pairs. IEEE Trans. Signal Process. 69: 73-87 (2021) - [c9]Alfredo Morales, Javier Rojas, Pablo Huijse, Rodrigo Contreras Ramos:
A Comparison of Convolutional Neural Networks for RR Lyrae Light Curve Classification. LA-CCI 2021: 1-6 - [i8]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
- [c8]Nicolás Astorga, Pablo Huijse, Pavlos Protopapas, Pablo A. Estévez:
MPCC: Matching Priors and Conditionals for Clustering. ECCV (23) 2020: 658-677 - [i7]Nicolás Astorga, Pablo Huijse, Pavlos Protopapas, Pablo A. Estévez:
MPCC: Matching Priors and Conditionals for Clustering. CoRR abs/2008.09641 (2020)
2010 – 2019
- 2019
- [i6]Javiera Astudillo, Pavlos Protopapas, Karim Pichara, Pablo Huijse:
An Information Theory Approach on Deciding Spectroscopic Follow Ups. CoRR abs/1911.02444 (2019) - 2018
- [c7]Pablo Huijse, Nicolas Astorga, Pablo A. Estévez, Giuliano Pignata:
Latent representations of transient candidates from an astronomical image difference pipeline using Variational Autoencoders. ESANN 2018 - [c6]Nicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster:
Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. IJCNN 2018: 1-8 - [c5]Esteban Reyes, Pablo A. Estévez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Förster:
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. IJCNN 2018: 1-8 - 2017
- [i5]Pablo Huijse, Pablo A. Estévez, Francisco Förster, Scott F. Daniel, Andrew J. Connolly, Pavlos Protopapas, Rodrigo Carrasco, José C. Príncipe:
Robust period estimation using mutual information for multi-band light curves in the synoptic survey era. CoRR abs/1709.03541 (2017) - 2016
- [c4]Sebastian Ulloa, Pablo A. Estévez, Pablo Huijse, Claudio M. Held, Claudio A. Perez, Rodrigo Chamorro, Marcelo Garrido, Cecilia Algarin, Patricio Peirano:
Sleep-spindle identification on EEG signals from polysomnographie recordings using correntropy. EMBC 2016: 3736-3739 - 2015
- [c3]Pablo Huijse, Pablo A. Estévez, Francisco Förster, Emanuel Berrocal:
Discriminating Variable Star Candidates in Large Image Databases from the HiTS Survey Using NMF. INNS Conference on Big Data 2015: 29-38 - [i4]Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, José C. Príncipe, Pablo Zegers:
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases. CoRR abs/1509.07823 (2015) - 2014
- [j3]Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, José C. Príncipe, Pablo Zegers:
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases. IEEE Comput. Intell. Mag. 9(3): 27-39 (2014) - [c2]David Nova, Pablo A. Estévez, Pablo Huijse:
K-Nearest Neighbor Nonnegative Matrix Factorization for Learning a Mixture of Local SOM Models. WSOM 2014: 229-238 - [i3]Pavlos Protopapas, Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José C. Príncipe:
A Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data Set. CoRR abs/1412.1840 (2014) - 2012
- [j2]Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, Pablo Zegers, José Carlos Príncipe:
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves. IEEE Trans. Signal Process. 60(10): 5135-5145 (2012) - [i2]Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, Pablo Zegers, José C. Príncipe:
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves. CoRR abs/1212.2398 (2012) - 2011
- [j1]Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas:
Period Estimation in Astronomical Time Series Using Slotted Correntropy. IEEE Signal Process. Lett. 18(6): 371-374 (2011) - [i1]Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas:
Period Estimation in Astronomical Time Series Using Slotted Correntropy. CoRR abs/1112.2962 (2011) - 2010
- [c1]Pablo A. Estévez, Pablo Huijse, Pablo Zegers, José C. Príncipe, Pavlos Protopapas:
Period detection in light curves from astronomical objects using correntropy. IJCNN 2010: 1-7
Coauthor Index
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