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Cássio Fraga Dantas
Cássio Fraga Dantas
INRAE, TETIS, Montpellier
Verified email at inrae.fr - Homepage
Title
Cited by
Cited by
Year
Learning dictionaries as a sum of Kronecker products
CF Dantas, MN Da Costa, R da Rocha Lopes
IEEE Signal Processing Letters 24 (5), 559-563, 2017
332017
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
T Moreau, M Massias, A Gramfort, P Ablin, PABB Charlier, M Dagréou, ...
Advances in Neural Information Processing Systems (NeurIPS), 2022
212022
Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising
CF Dantas, JE Cohen, R Gribonval
EUSIPCO 2019 - 27th European Signal Processing Conference, 2019
142019
Learning fast dictionaries for sparse representations using low-rank tensor decompositions
CF Dantas, JE Cohen, R Gribonval
Latent Variable Analysis and Signal Separation: 14th International …, 2018
122018
On enhancing the pilot-aided sampling clock offset estimation of mobile OFDM systems
CF Dantas, D Castro, CM Panazio
Journal of Communication and Information Systems 31 (1), 2016
112016
Safe screening for sparse regression with the Kullback-Leibler divergence
CF Dantas, E Soubies, C Févotte
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
102021
Expanding boundaries of Gap Safe screening
CF Dantas, E Soubies, C Févotte
Journal of Machine Learning Research 22 (236), 1-57, 2021
102021
Hyperspectral Image Denoising using Dictionary Learning
CF Dantas, JE Cohen, R Gribonval
WHISPERS 2019 - 10th Workshop on Hyperspectral Image and Signal Processing …, 2019
62019
Dynamic screening with approximate dictionaries
CF Dantas, R Gribonval
XXVIème colloque GRETSI, 2017
62017
Stable Safe Screening and Structured Dictionaries for Faster Regularization
CF Dantas, R Gribonval
IEEE Transactions on Signal Processing 67 (14), 3756-3769, 2019
52019
Faster and still safe: combining screening techniques and structured dictionaries to accelerate the Lasso
CF Dantas, R Gribonval
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
52018
Improvement on sampling clock offset estimation for mobile OFDM systems
CF Dantas, DAL Castro, CM Panazio
XXXIII Brazilian Telecommunications Symposium (SBrT), 557-561, 2015
42015
Towards Explainable Land Cover Mapping: a Counterfactual-based strategy
CF Dantas, D Marcos, D Ienco
ICLR Workshop: Machine Learning for Remote Sensing, 2023
2*2023
Artificial Intelligence Algorithms for Rapeseed Fields Mapping Using Sentinel-1 Time Series: Temporal Transfer Scenario and Ground Sampling Constraints
S Maleki, N Baghdadi, CF Dantas, S Najem, H Bazzi, NP Reluy, D Ienco, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
12023
Counterfactual Explanations for Remote Sensing Time Series Data: An Application to Land Cover Classification
CF Dantas, TF Drumond, D Marcos, D Ienco
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
12023
Sphere Refinement in Gap Safe Screening
CF Dantas, E Soubies, C Févotte
IEEE Signal Processing Letters, 2023
12023
PDiscoNet: Semantically consistent part discovery for fine-grained recognition
R van der Klis, S Alaniz, M Mancini, CF Dantas, D Ienco, Z Akata, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening
C Dantas, E Soubies, C Févotte
arXiv preprint arXiv:2202.07258, 2022
12022
Accelerating sparse inverse problems using structured approximations
CF Dantas
Inria Rennes-Bretagne Atlantique; Université Rennes 1, 2019
12019
Stable screening-Python code
CF Dantas, R Gribonval
12019
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Articles 1–20