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2020 – today
- 2023
[i3]Marianna De Santis, Jordan Frécon, Francesco Rinaldi, Saverio Salzo, Martin Schmidt:
Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization. CoRR abs/2308.10711 (2023)- 2022
- [c10]Jordan Frécon, Gilles Gasso, Massimiliano Pontil, Saverio Salzo:
Bregman Neural Networks. ICML 2022: 6779-6792 - 2020
- [c9]Jordan Frécon, Saverio Salzo, Massimiliano Pontil:
Unveiling Groups of Related Tasks in Multi - Task Learning. ICPR 2020: 7134-7141
2010 – 2019
- 2018
- [c8]Jordan Frécon, Saverio Salzo, Massimiliano Pontil:
Bilevel learning of the Group Lasso structure. NeurIPS 2018: 8311-8321 - 2017
- [j4]Jirí Spilka
, Jordan Frécon, Roberto F. Leonarduzzi, Nelly Pustelnik, Patrice Abry, Muriel Doret:
Sparse Support Vector Machine for Intrapartum Fetal Heart Rate Classification. IEEE J. Biomed. Health Informatics 21(3): 664-671 (2017) - [j3]Jordan Frécon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry:
Bayesian Selection for the ℓ2-Potts Model Regularization Parameter: 1-D Piecewise Constant Signal Denoising. IEEE Trans. Signal Process. 65(19): 5215-5224 (2017) - [c7]Jordan Frécon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry:
Bayesian-driven criterion to automatically select the regularization parameter in the ℓ1-Potts model. ICASSP 2017: 3839-3843 - 2016
- [b1]Jordan Frécon:
Méthodes d'optimisation pour l'analyse de processus invariants d'échelle. (Optimization methods for the analysis of scale invariant processes). University of Lyon, France, 2016 - [j2]Jordan Frécon, Nelly Pustelnik, Patrice Abry, Laurent Condat:
On-The-Fly Approximation of Multivariate Total Variation Minimization. IEEE Trans. Signal Process. 64(9): 2355-2364 (2016) - [j1]Jordan Frécon, Gustavo Didier, Nelly Pustelnik, Patrice Abry:
Non-Linear Wavelet Regression and Branch & Bound Optimization for the Full Identification of Bivariate Operator Fractional Brownian Motion. IEEE Trans. Signal Process. 64(15): 4040-4049 (2016) - [c6]Jordan Frécon, Romain Fontugne, Gustavo Didier, Nelly Pustelnik, Kensuke Fukuda, Patrice Abry:
Non-linear regression for bivariate self-similarity identification - application to anomaly detection in Internet traffic based on a joint scaling analysis of packet and byte counts. ICASSP 2016: 4184-4188 - [c5]Jordan Frécon, Nelly Pustelnik, Herwig Wendt, Laurent Condat, Patrice Abry:
Multifractal-based texture segmentation using variational procedure. IVMSP 2016: 1-5 - [i2]Jordan Frécon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry:
Bayesian selection for the regularization parameter in TVl0 denoising problems. CoRR abs/1608.07739 (2016) - 2015
- [c4]Roberto F. Leonarduzzi, Jirí Spilka, Jordan Frécon, Herwig Wendt, Nelly Pustelnik, Stéphane Jaffard, Patrice Abry, Muriel Doret:
P-leader multifractal analysis and sparse SVM for intrapartum fetal acidosis detection. EMBC 2015: 1971-1974 - [c3]Jirí Spilka, Jordan Frécon, Roberto F. Leonarduzzi, Nelly Pustelnik, Patrice Abry, Muriel Doret:
Intrapartum fetal heart rate classification from trajectory in Sparse SVM feature space. EMBC 2015: 2335-2338 - [c2]Jordan Frécon, Nelly Pustelnik, Herwig Wendt, Patrice Abry:
Multivariate optimization for multifractal-based texture segmentation. ICIP 2015: 4957-4961 - [i1]Jordan Frécon, Nelly Pustelnik, Patrice Abry, Laurent Condat:
On-the-fly Approximation of Multivariate Total Variation Minimization. CoRR abs/1504.05854 (2015) - 2014
- [c1]Jordan Frécon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry:
Hybrid bayesian variational scheme to handle parameter selection in total variation signal denoising. EUSIPCO 2014: 1716-1720
Coauthor Index
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