Céline Lévy-Leduc

According to our database, Céline Lévy-Leduc authored at least 19 papers between 2005 and 2023.

Collaborative distances:

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

2023

Identification of prognostic and predictive biomarkers in high-dimensional data with PPLasso.

Wencan Zhu, Céline Lévy-Leduc, Nils Ternès

BMC Bioinform., December, 2023

2021

An active learning approach for improving the performance of equilibrium based chemical simulations.

Mary Savino, Céline Lévy-Leduc, Marc Leconte, Benoit Cochepin

CoRR, 2021

A variable selection approach for highly correlated predictors in high-dimensional genomic data.

Wencan Zhu, Céline Lévy-Leduc, Nils Ternès

Bioinform., 2021

2019

Robust factor modelling for high-dimensional time series: An application to air pollution data.

Valderio Anselmo Reisen, Adriano Marcio Sgrancio, Céline Lévy-Leduc, Pascal Bondon, Edson Zambon Monte, Higor Henrique Aranda Cotta, Flávio Augusto Ziegelmann

Appl. Math. Comput., 2019

2018

Variable selection in multivariate linear models with high-dimensional covariance matrix estimation.

Marie Perrot-Dockès, Céline Lévy-Leduc, Laure Sansonnet, Julien Chiquet

J. Multivar. Anal., 2018

Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices.

Vincent Brault, Sarah Ouadah, Laure Sansonnet, Céline Lévy-Leduc

J. Multivar. Anal., 2018

2016

Sequential Design of Computer Experiments for the Assessment of Fetus Exposure to Electromagnetic Fields.

Marjorie Jala, Céline Lévy-Leduc, Eric Moulines, Emmanuelle Conil, Joe Wiart

Technometrics, 2016

A robust estimation approach for fitting a PARMA model to real data.

Alessandro José Queiroz Sarnaglia, Valderio Anselmo Reisen, P. Bondou, Céline Lévy-Leduc

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Fast Detection of Block Boundaries in Block-Wise Constant Matrices.

Vincent Brault, Julien Chiquet, Céline Lévy-Leduc

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

2014

Modeling and forecasting daily average PM₁₀ concentrations by a seasonal long-memory model with volatility.

Valderio Anselmo Reisen, Alessandro José Queiroz Sarnaglia, Neyval Costa Reis Jr., Céline Lévy-Leduc, Jane Méri Santos

Environ. Model. Softw., 2014

Two-dimensional segmentation for analyzing Hi-C data.

Céline Lévy-Leduc, Maud Delattre, Tristan Mary-Huard, Stéphane Robin

Bioinform., 2014

2012

Distributed detection/localization of change-points in high-dimensional network traffic data.

Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé

Stat. Comput., 2012

Sequential design of computer experiments for parameter estimation with application to numerical dosimetry.

Marjorie Jala, Céline Lévy-Leduc, Eric Moulines, Emmanuelle Conil, Joe Wiart

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Robust changepoint detection based on multivariate rank statistics.

Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Robust estimation of periodic autoregressive processes in the presence of additive outliers.

Alessandro José Queiroz Sarnaglia, Valderio Anselmo Reisen, Céline Lévy-Leduc

J. Multivar. Anal., 2010

2008

Detection of network anomalies using rank tests.

Céline Lévy-Leduc

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Catching Change-points with Lasso.

Zaïd Harchaoui, Céline Lévy-Leduc

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006

Frequency Estimation From A Particular Almost Periodic Function With Application To Laser Vibrometry Signals.

Céline Lévy-Leduc

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Semiparametric estimation of the frequency of unknown periodic functions and its application to laser vibrometry signals.

Marc Lavielle, Céline Lévy-Leduc

IEEE Trans. Signal Process., 2005