Jordan Frécon

According to our database, Jordan Frécon authored at least 17 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization.

Marianna De Santis, Jordan Frécon, Francesco Rinaldi, Saverio Salzo, Martin Schmidt

CoRR, 2023

2022

Bregman Neural Networks.

Jordan Frécon, Gilles Gasso, Massimiliano Pontil, Saverio Salzo

Proceedings of the International Conference on Machine Learning, 2022

2020

Unveiling Groups of Related Tasks in Multi - Task Learning.

Jordan Frécon, Saverio Salzo, Massimiliano Pontil

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

Bilevel learning of the Group Lasso structure.

Jordan Frécon, Saverio Salzo, Massimiliano Pontil

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Bayesian Selection for the ℓ₂-Potts Model Regularization Parameter: 1-D Piecewise Constant Signal Denoising.

Jordan Frécon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry

IEEE Trans. Signal Process., 2017

Sparse Support Vector Machine for Intrapartum Fetal Heart Rate Classification.

Jirí Spilka, Jordan Frécon, Roberto F. Leonarduzzi, Nelly Pustelnik, Patrice Abry, Muriel Doret

IEEE J. Biomed. Health Informatics, 2017

Bayesian-driven criterion to automatically select the regularization parameter in the ℓ1-Potts model.

Jordan Frécon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Méthodes d'optimisation pour l'analyse de processus invariants d'échelle. (Optimization methods for the analysis of scale invariant processes).

Jordan Frécon

PhD thesis, 2016

On-The-Fly Approximation of Multivariate Total Variation Minimization.

Jordan Frécon, Nelly Pustelnik, Patrice Abry, Laurent Condat

IEEE Trans. Signal Process., 2016

Non-Linear Wavelet Regression and Branch & Bound Optimization for the Full Identification of Bivariate Operator Fractional Brownian Motion.

Jordan Frécon, Gustavo Didier, Nelly Pustelnik, Patrice Abry

IEEE Trans. Signal Process., 2016

Bayesian selection for the regularization parameter in TVl0 denoising problems.

Jordan Frécon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry

CoRR, 2016

Multifractal-based texture segmentation using variational procedure.

Jordan Frécon, Nelly Pustelnik, Herwig Wendt, Laurent Condat, Patrice Abry

Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

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.

Jordan Frécon, Romain Fontugne, Gustavo Didier, Nelly Pustelnik, Kensuke Fukuda, Patrice Abry

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Multivariate optimization for multifractal-based texture segmentation.

Jordan Frécon, Nelly Pustelnik, Herwig Wendt, Patrice Abry

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Intrapartum fetal heart rate classification from trajectory in Sparse SVM feature space.

Jirí Spilka, Jordan Frécon, Roberto F. Leonarduzzi, Nelly Pustelnik, Patrice Abry, Muriel Doret

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

P-leader multifractal analysis and sparse SVM for intrapartum fetal acidosis detection.

Roberto F. Leonarduzzi, Jirí Spilka, Jordan Frécon, Herwig Wendt, Nelly Pustelnik, Stéphane Jaffard, Patrice Abry, Muriel Doret

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Hybrid bayesian variational scheme to handle parameter selection in total variation signal denoising.

Jordan Frécon, Nelly Pustelnik, Nicolas Dobigeon, Herwig Wendt, Patrice Abry

Proceedings of the 22nd European Signal Processing Conference, 2014