Rodrigo Cabral Farias

31 papers Misc 5Journal 15Unranked 11
YearRankTypeTitle / Venue / Authors
2023 J jnl
A generalized approach for Boolean matrix factorization.
Signal Process.
Rodrigo Cabral Farias, Sebastian Miron
2023 Misc conf
Projected Hierarchical ALS for Generalized Boolean Matrix Factorization.
ICASSP
Rodrigo Cabral Farias, Sebastian Miron
2021 — conf
Classification Error Approximation of a Compressed Linear Softmax Layer.
EUSIPCO
Diana Resmerita, Rodrigo Cabral Farias, Lionel Fillatre
2021 — conf
Distortion Approximation of a Compressed Softmax Layer.
SSP
Diana Resmerita, Rodrigo Cabral Farias, Benoît Dupont de Dinechin, Lionel Fillatre
2021 J jnl
Robust Sensor Placement for Signal Extraction.
IEEE Trans. Signal Process.
Fateme Ghayem, Bertrand Rivet, Rodrigo Cabral Farias, Christian Jutten
2020 J jnl
Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation.
IEEE Trans. Signal Process.
José Henrique de Morais Goulart, Pedro Marinho R. de Oliveira, Rodrigo Cabral Farias, Vicente Zarzoso, Pierre Comon
2020 Misc conf
Gradient-Based Algorithm with Spatial Regularization for Optimal Sensor Placement.
ICASSP
Fateme Ghayem, Bertrand Rivet, Christian Jutten, Rodrigo Cabral Farias
2019 Misc conf
Optimal Sensor Placement for Signal Extraction.
ICASSP
Fateme Ghayem, Bertrand Rivet, Christian Jutten, Rodrigo Cabral Farias
2018 — conf
Coherence Constrained Alternating Least Squares.
EUSIPCO
Rodrigo Cabral Farias, José Henrique de Morais Goulart, Pierre Comon
2018 — conf
Curve Registered Coupled Low Rank Factorization.
LVA/ICA
Jeremy Emile Cohen, Rodrigo Cabral Farias, Bertrand Rivet
2018 J jnl
Curve Registered Coupled Low Rank Factorization.
CoRR
Jeremy Emile Cohen, Rodrigo Cabral Farias, Bertrand Rivet
2017 J jnl
Wideband Multiple Diversity Tensor Array Processing.
IEEE Trans. Signal Process.
Francesca Raimondi, Rodrigo Cabral Farias, Olivier J. J. Michel, Pierre Comon
2016 — conf
Canonical polyadic decomposition of hyperspectral patch tensors.
EUSIPCO
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Konstantin Usevich, Lucas Drumetz, Jocelyn Chanussot, Pierre Comon
2016 J jnl
Exploring Multimodal Data Fusion Through Joint Decompositions with Flexible Couplings.
IEEE Trans. Signal Process.
Rodrigo Cabral Farias, Jeremy Emile Cohen, Pierre Comon
2016 — conf
Joint tensor compression for coupled canonical polyadic decompositions.
EUSIPCO
Jeremy Emile Cohen, Rodrigo Cabral Farias, Pierre Comon
2016 J jnl
Nonnegative Tensor CP Decomposition of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Miguel Angel Veganzones, Jeremy E. Cohen, Rodrigo Cabral Farias, Jocelyn Chanussot, Pierre Comon
2016 — conf
Performance bounds for coupled models.
SAM
Chengfang Ren, Rodrigo Cabral Farias, Pierre-Olivier Amblard, Pierre Comon
2015 — conf
Canonical polyadic tensor decomposition in the presence of non Gaussian noise.
EUSIPCO
Rodrigo Cabral Farias, Pierre Comon
2015 J jnl
Exploring multimodal data fusion through joint decompositions with flexible couplings.
CoRR
Rodrigo Cabral Farias, Jeremy Emile Cohen, Pierre Comon
2015 J jnl
Fast Decomposition of Large Nonnegative Tensors.
IEEE Signal Process. Lett.
Jeremy E. Cohen, Rodrigo Cabral Farias, Pierre Comon
2015 — conf
Joint Decompositions with Flexible Couplings.
LVA/ICA
Rodrigo Cabral Farias, Jeremy Emile Cohen, Christian Jutten, Pierre Comon
2014 — conf
Data mining by nonnegative tensor approximation.
MLSP
Rodrigo Cabral Farias, Pierre Comon, Roland Redon
2014 J jnl
Optimal Asymmetric Binary Quantization for Estimation Under Symmetrically Distributed Noise.
IEEE Signal Process. Lett.
Rodrigo Cabral Farias, Eric Moisan, Jean-Marc Brossier
2014 J jnl
Scalar Quantization for Estimation: From An Asymptotic Design to a Practical Solution.
IEEE Trans. Signal Process.
Rodrigo Cabral Farias, Jean-Marc Brossier
2013 — conf
Adaptive estimation based on quantized measurements.
ICC
Rodrigo Cabral Farias, Jean-Marc Brossier
2013 J jnl
Adaptive quantizers for estimation.
Signal Process.
Rodrigo Cabral Farias, Jean-Marc Brossier
2013 Misc conf
Adjustable quantizers for joint estimation of location and scale parameters.
ICASSP
Rodrigo Cabral Farias, Jean-Marc Brossier
2013 Misc conf
Asymptotic approximation of optimal quantizers for estimation.
ICASSP
Rodrigo Cabral Farias, Jean-Marc Brossier
2013 J jnl
Optimal Asymmetric Binary Quantization for Estimation Under Symmetrically Distributed Noise.
CoRR
Rodrigo Cabral Farias, Eric Moisan, Jean-Marc Brossier
2013 J jnl
Optimal Scalar Quantization for Parameter Estimation.
CoRR
Rodrigo Cabral Farias, Jean-Marc Brossier
2012 J jnl
Adaptive Quantizers for Estimation
CoRR
Rodrigo Cabral Farias, Jean-Marc Brossier