Pablo Huijse

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 13

Top Topics

Convolutional Neural Networks

Nearest Neighbor

Nonnegative Matrix Factorization

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)
Francisco Pérez-Galarce, Karim Pichara, Pablo Huijse, Márcio Catelán, Domingo Mery
Informative Bayesian model selection for RR Lyrae star classifiers. CoRR (2021)
Alfredo Morales, Javier Rojas, Pablo Huijse, Rodrigo Contreras Ramos
A Comparison of Convolutional Neural Networks for RR Lyrae Light Curve Classification. LA-CCI (2021)
Felipe A. Tobar, Lerko Araya-Hernández, Pablo Huijse, Petar M. Djuric
Bayesian Reconstruction of Fourier Pairs. IEEE Trans. Signal Process. 69 (2021)
Nicolás Astorga, Pablo Huijse, Pavlos Protopapas, Pablo A. Estévez
MPCC: Matching Priors and Conditionals for Clustering. ECCV (23) (2020)
Nicolás Astorga, Pablo Huijse, Pavlos Protopapas, Pablo A. Estévez
MPCC: Matching Priors and Conditionals for Clustering. CoRR (2020)
Javiera Astudillo, Pavlos Protopapas, Karim Pichara, Pablo Huijse
An Information Theory Approach on Deciding Spectroscopic Follow Ups. CoRR (2019)
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)
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)
Nicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster
Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. IJCNN (2018)
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 (2017)
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)
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 (2015)
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)
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 (2014)
David Nova, Pablo A. Estévez, Pablo Huijse
K-Nearest Neighbor Nonnegative Matrix Factorization for Learning a Mixture of Local SOM Models. WSOM (2014)
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) (2014)
Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, Pablo Zegers, José C. Príncipe
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves CoRR (2012)
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) (2012)
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) (2011)
Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas
Period Estimation in Astronomical Time Series Using Slotted Correntropy CoRR (2011)
Pablo A. Estévez, Pablo Huijse, Pablo Zegers, José C. Príncipe, Pavlos Protopapas
Period detection in light curves from astronomical objects using correntropy. IJCNN (2010)