Publications
You can find a complete list of my publications at my Google Scholar profile and open-access at my HAL profile.
Journal articles
Expanding boundaries of Gap Safe screening
In Journal of Machine Learning Research, 2021
Paper Bibtex Slides Code
Stable Safe Screening and Structured Dictionaries for Faster L1 Regularization
In IEEE Transactions on Signal Processing, 2019
Paper Bibtex Slides Code
Learning Dictionaries as a Sum of Kronecker Products
In IEEE Signal Processing Letters, 2017
Paper Bibtex Slides Code
On Enhancing the Pilot-Aided Sampling Clock Offset Estimation of Mobile OFDM Systems
In Journal of Communication and Information Systems, 2016
Paper Bibtex
Conference papers
Safe screening for sparse regression with the Kullback-Leibler divergence
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
Paper Bibtex Slides Poster Video Code
Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising
In European Signal Processing Conference (EUSIPCO), 2019
Paper Bibtex Slides Code
Hyperspectral Image Denoising using Dictionary Learning
In Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2019
Paper Bibtex Slides Code
Learning fast dictionaries for sparse representations using low-rank tensor decompositions
In International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), 2018
Paper Bibtex Slides Code
Faster and still safe: combining screening techniques and structured dictionaries to accelerate the Lasso
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
Paper Bibtex Slides Code
Improvement on Sampling Clock Offset Estimation for Mobile OFDM Systems
In XXXIII Brazilian Telecommunications Symposium (SBrT), 2015
Paper Bibtex
Master’s and PhD thesis
Other communications
Tensor-structured Dictionaries for Hyperspectral Imaging
SPARS - Signal Processing with Adaptive Sparse Structured Representations workshop, 2019
Bibtex Poster
Learning Dictionaries as Sums of Kronecker Products
SPARS - Signal Processing with Adaptive Sparse Structured Representations workshop, 2017
Paper Bibtex Slides