Rafael E. Carrillo

44 papers A 1B 2C 1Misc 11Journal 23Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
SolarCrossFormer: Improving day-ahead Solar Irradiance Forecasting by Integrating Satellite Imagery and Ground Sensors.
CoRR
Baptiste Schubnel, Jelena Simeunovic, Corentin Tissier, Pierre-Jean Alet, Rafael E. Carrillo
2023 J jnl
Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings.
CoRR
Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones
2023 C conf
Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models.
ACC
Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones
2022 J jnl
DRT-based modelling framework for Li-ion cells.
CoRR
Pietro Iurilli, Claudio Brivio, Rafael E. Carrillo, Vanessa Wood
2022 J jnl
Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models.
CoRR
Paul Scharnhorst, Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Colin N. Jones
2021 J jnl
A Hybrid Learning Method for System Identification and Optimal Control.
IEEE Trans. Neural Networks Learn. Syst.
Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Andreas Hutter
2021 J jnl
Smart sensors network for accurate indirect heat accounting in apartment buildings.
CoRR
Yves Stauffer, Fabio Saba, Rafael E. Carrillo, Max Boegli, Andrea Malengo, Andreas Hutter
2021 J jnl
Spatio-temporal graph neural networks for multi-site PV power forecasting.
CoRR
Jelena Simeunovic, Baptiste Schubnel, Pierre-Jean Alet, Rafael E. Carrillo
2020 J jnl
A hybrid learning method for system identification and optimal control.
CoRR
Baptiste Schubnel, Rafael E. Carrillo, Pierre-Jean Alet, Andreas Hutter
2020 J jnl
State space models for building control: how deep should you go?
CoRR
Baptiste Schubnel, Rafael E. Carrillo, Paolo Taddeo, Lluc Canals Casals, Jaume Salom, Yves Stauffer, Pierre-Jean Alet
2019 — conf
A virtual test-bed for building Model Predictive Control developments.
Modelica
Raymond Sterling, Jesús Febres, Andrea Costa, Adeleh Mohammadi, Rafael E. Carrillo, Baptiste Schubnel, Yves Stauffer, Pietro De Cinque, Krzysztof Klobut, Marcus M. Keane
2017 — conf
Correlation sketching for ordered data.
LATINCOM
Juan P. Hoyos, Rafael E. Carrillo, Sebastian Pazos, Pablo E. Jojoa
2016 — conf
A randomised primal-dual algorithm for distributed radio-interferometric imaging.
EUSIPCO
Alexandru Onose, Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
2016 B conf
Compressed delay-and-sum beamforming for ultrafast ultrasound imaging.
ICIP
Adrien Besson, Rafael E. Carrillo, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran
2016 J jnl
Robust compressive sensing of sparse signals: a review.
EURASIP J. Adv. Signal Process.
Rafael E. Carrillo, Ana B. Ramirez, Gonzalo R. Arce, Kenneth E. Barner, Brian M. Sadler
2016 — conf
Sparse regularization methods in ultrafast ultrasound imaging.
EUSIPCO
Adrien Besson, Rafael E. Carrillo, Miaomiao Zhang, Denis Friboulet, Olivier Bernard, Yves Wiaux, Jean-Philippe Thiran
2015 — conf
An overview of robust compressive sensing of sparse signals in impulsive noise.
EUSIPCO
Ana B. Ramirez, Rafael E. Carrillo, Gonzalo R. Arce, Kenneth E. Barner, Brian M. Sadler
2015 J jnl
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems.
IEEE J. Biomed. Health Informatics
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
2014 J jnl
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems.
CoRR
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
2014 Misc conf
Purify: A new algorithmic framework for next-generation radio-interferometric imaging.
ICASSP
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
2014 J jnl
Sparsity averaging for radio-interferometric imaging.
CoRR
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
2014 B conf
Sparsity in tensor optimization for optical-interferometric imaging.
ICIP
Anna Auría, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux
2013 J jnl
Kernel-based sparse representation for gesture recognition.
Pattern Recognit.
Yin Zhou, Kai Liu, Rafael E. Carrillo, Kenneth E. Barner, Fouad E. Kiamilev
2013 J jnl
Lorentzian Iterative Hard Thresholding: Robust Compressed Sensing With Prior Information.
IEEE Trans. Signal Process.
Rafael E. Carrillo, Kenneth E. Barner
2013 J jnl
Lorentzian Iterative Hard Thresholding: Robust Compressed Sensing with Prior Information.
CoRR
Rafael E. Carrillo, Kenneth E. Barner
2013 J jnl
On sparsity averaging.
CoRR
Rafael E. Carrillo, Jason D. McEwen, Yves Wiaux
2013 J jnl
Sparse Reverberant Audio Source Separation via Reweighted Analysis.
IEEE Trans. Speech Audio Process.
Simon Arberet, Pierre Vandergheynst, Rafael E. Carrillo, Jean-Philippe Thiran, Yves Wiaux
2013 J jnl
Sparsity Averaging for Compressive Imaging.
IEEE Signal Process. Lett.
Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
2012 J jnl
Multiresolution Information Mining for Pavement Crack Image Analysis.
J. Comput. Civ. Eng.
Yaw Adu-Gyamfi, Nii O. Attoh-Okine, Gonzalo J. Garateguy, Rafael E. Carrillo, Gonzalo R. Arce
2012 J jnl
Sparsity Averaging for Compressive Imaging
CoRR
Rafael E. Carrillo, Jason D. McEwen, Dimitri Van De Ville, Jean-Philippe Thiran, Yves Wiaux
2011 Misc conf
Compressed sensing based method for ECG compression.
ICASSP
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
2011 Misc conf
Iterative hard thresholding for compressed sensing with partially known support.
ICASSP
Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner
2011 Misc conf
Lorentzian based iterative hard thresholding for compressed sensing.
ICASSP
Rafael E. Carrillo, Kenneth E. Barner
2011 — conf
Matrix completion based ECG compression.
EMBC
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
2010 J jnl
A Generalized Cauchy Distribution Framework for Problems Requiring Robust Behavior.
EURASIP J. Adv. Signal Process.
Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner
2010 Misc conf
Bayesian compressed sensing using generalized Cauchy priors.
ICASSP
Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner
2010 A conf
Image categorization for improving accessibility to information graphics.
ASSETS
Jinglun Gao, Rafael E. Carrillo, Kenneth E. Barner
2010 Misc conf
Iterative algorithms for compressed sensing with partially known support.
ICASSP
Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner
2010 Misc conf
Orthogonal Matching Pursuit based recovery for correlated sources with partially disjoint supports.
CISS
Inaki Esnaola, Rafael E. Carrillo, Javier Garcia-Frías, Kenneth E. Barner
2010 J jnl
Robust Sampling and Reconstruction Methods for Sparse Signals in the Presence of Impulsive Noise.
IEEE J. Sel. Top. Signal Process.
Rafael E. Carrillo, Kenneth E. Barner, Tuncer C. Aysal
2009 Misc conf
Iteratively re-weighted least squares for sparse signal reconstruction from noisy measurements.
CISS
Rafael E. Carrillo, Kenneth E. Barner
2009 Misc conf
LLp metric based robust clustering.
CISS
Jinglun Gao, Rafael E. Carrillo, Kenneth E. Barner
2009 Misc conf
Robust sampling and reconstruction methods for compressed sensing.
ICASSP
Rafael E. Carrillo, Kenneth E. Barner, Tuncer C. Aysal
2008 Misc conf
Generalized cauchy distribution based robust estimation.
ICASSP
Rafael E. Carrillo, Tuncer C. Aysal, Kenneth E. Barner