Generalized cauchy distribution based robust estimation. - Rafael E. Carrillo; Tuncer C. Aysal; Kenneth E. Barner (ICASSP, 2008)

Iteratively re-weighted least squares for sparse signal reconstruction from noisy measurements. - Rafael E. Carrillo; Kenneth E. Barner (CISS, 2009)

LLp metric based robust clustering. - Jinglun Gao; Rafael E. Carrillo; Kenneth E. Barner (CISS, 2009)

Robust sampling and reconstruction methods for compressed sensing. - Rafael E. Carrillo; Kenneth E. Barner; Tuncer C. Aysal (ICASSP, 2009)

Image categorization for improving accessibility to information graphics. - Jinglun Gao; Rafael E. Carrillo; Kenneth E. Barner (ASSETS, 2010)

Orthogonal Matching Pursuit based recovery for correlated sources with partially disjoint supports. - Inaki Esnaola; Rafael E. Carrillo; Javier Garcia-Frías; Kenneth E. Barner (CISS, 2010)

Bayesian compressed sensing using generalized Cauchy priors. - Rafael E. Carrillo; Tuncer C. Aysal; Kenneth E. Barner (ICASSP, 2010)

Iterative algorithms for compressed sensing with partially known support. - Rafael E. Carrillo; Luisa F. Polanía; Kenneth E. Barner (ICASSP, 2010)

A Generalized Cauchy Distribution Framework for Problems Requiring Robust Behavior. - Rafael E. Carrillo; Tuncer C. Aysal; Kenneth E. Barner (EURASIP J. Adv. Signal Process., 2010)

Robust Sampling and Reconstruction Methods for Sparse Signals in the Presence of Impulsive Noise. - Rafael E. Carrillo; Kenneth E. Barner; Tuncer C. Aysal (IEEE J. Sel. Top. Signal Process., 2010)

Matrix completion based ECG compression. - Luisa F. Polanía; Rafael E. Carrillo; Manuel Blanco-Velasco; Kenneth E. Barner (EMBC, 2011)

Lorentzian based iterative hard thresholding for compressed sensing. - Rafael E. Carrillo; Kenneth E. Barner (ICASSP, 2011)

Iterative hard thresholding for compressed sensing with partially known support. - Rafael E. Carrillo; Luisa F. Polanía; Kenneth E. Barner (ICASSP, 2011)

Compressed sensing based method for ECG compression. - Luisa F. Polanía; Rafael E. Carrillo; Manuel Blanco-Velasco; Kenneth E. Barner (ICASSP, 2011)

Multiresolution Information Mining for Pavement Crack Image Analysis. - Yaw Adu-Gyamfi; Nii O. Attoh-Okine; Gonzalo J. Garateguy; Rafael E. Carrillo; Gonzalo R. Arce (J. Comput. Civ. Eng., 2012)

On sparsity averaging. - Rafael E. Carrillo; Jason D. McEwen; Yves Wiaux (CoRR, 2013)

Kernel-based sparse representation for gesture recognition. - Yin Zhou; Kai Liu; Rafael E. Carrillo; Kenneth E. Barner; Fouad E. Kiamilev (Pattern Recognit., 2013)

Sparsity Averaging for Compressive Imaging. - Rafael E. Carrillo; Jason D. McEwen; Dimitri Van De Ville; Jean-Philippe Thiran; Yves Wiaux (IEEE Signal Process. Lett., 2013)

Sparse Reverberant Audio Source Separation via Reweighted Analysis. - Simon Arberet; Pierre Vandergheynst; Rafael E. Carrillo; Jean-Philippe Thiran; Yves Wiaux (IEEE Trans. Speech Audio Process., 2013)

Lorentzian Iterative Hard Thresholding: Robust Compressed Sensing With Prior Information. - Rafael E. Carrillo; Kenneth E. Barner (IEEE Trans. Signal Process., 2013)

Purify: A new algorithmic framework for next-generation radio-interferometric imaging. - Rafael E. Carrillo; Jason D. McEwen; Yves Wiaux (ICASSP, 2014)

Sparsity in tensor optimization for optical-interferometric imaging. - Anna Auría; Rafael E. Carrillo; Jean-Philippe Thiran; Yves Wiaux (ICIP, 2014)

Sparsity averaging for radio-interferometric imaging. - Rafael E. Carrillo; Jason D. McEwen; Yves Wiaux (CoRR, 2014)

An overview of robust compressive sensing of sparse signals in impulsive noise. - Ana B. Ramirez; Rafael E. Carrillo; Gonzalo R. Arce; Kenneth E. Barner; Brian M. Sadler (EUSIPCO, 2015)

Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. - Luisa F. Polanía; Rafael E. Carrillo; Manuel Blanco-Velasco; Kenneth E. Barner (IEEE J. Biomed. Health Informatics, 2015)

Sparse regularization methods in ultrafast ultrasound imaging. - Adrien Besson; Rafael E. Carrillo; Miaomiao Zhang; Denis Friboulet; Olivier Bernard 001; Yves Wiaux; Jean-Philippe Thiran (EUSIPCO, 2016)

A randomised primal-dual algorithm for distributed radio-interferometric imaging. - Alexandru Onose; Rafael E. Carrillo; Jason D. McEwen; Yves Wiaux (EUSIPCO, 2016)

Compressed delay-and-sum beamforming for ultrafast ultrasound imaging. - Adrien Besson; Rafael E. Carrillo; Olivier Bernard 001; Yves Wiaux; Jean-Philippe Thiran (ICIP, 2016)

Robust compressive sensing of sparse signals: a review. - Rafael E. Carrillo; Ana B. Ramirez; Gonzalo R. Arce; Kenneth E. Barner; Brian M. Sadler (EURASIP J. Adv. Signal Process., 2016)

Correlation sketching for ordered data. - Juan P. Hoyos; Rafael E. Carrillo; Sebastian Pazos; Pablo E. Jojoa (LATINCOM, 2017)

A virtual test-bed for building Model Predictive Control developments. - Raymond Sterling; Jesús Febres; Andrea Costa; Adeleh Mohammadi; Rafael E. Carrillo; Baptiste Schubnel; Yves Stauffer; Pietro De Cinque; Krzysztof Klobut; Marcus M. Keane (Modelica, 2019)

State space models for building control: how deep should you go? - Baptiste Schubnel; Rafael E. Carrillo; Paolo Taddeo; Lluc Canals Casals; Jaume Salom; Yves Stauffer; Pierre-Jean Alet (CoRR, 2020)

Spatio-temporal graph neural networks for multi-site PV power forecasting. - Jelena Simeunovic; Baptiste Schubnel; Pierre-Jean Alet; Rafael E. Carrillo (CoRR, 2021)

Smart sensors network for accurate indirect heat accounting in apartment buildings. - Yves Stauffer; Fabio Saba; Rafael E. Carrillo; Max Boegli; Andrea Malengo; Andreas Hutter (CoRR, 2021)

A Hybrid Learning Method for System Identification and Optimal Control. - Baptiste Schubnel; Rafael E. Carrillo; Pierre-Jean Alet; Andreas Hutter (IEEE Trans. Neural Networks Learn. Syst., 2021)

DRT-based modelling framework for Li-ion cells. - Pietro Iurilli; Claudio Brivio; Rafael E. Carrillo; Vanessa Wood (CoRR, 2022)

Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models. - Paul Scharnhorst; Baptiste Schubnel; Rafael E. Carrillo; Pierre-Jean Alet; Colin N. Jones (ACC, 2023)

Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings. - Paul Scharnhorst; Baptiste Schubnel; Rafael E. Carrillo; Pierre-Jean Alet; Colin N. Jones (CoRR, 2023)