Céline Lévy-Leduc

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 9

Top Topics

Robust Estimation

Electromagnetic Fields

Network Traffic Data

Variable Selection

Top Venues

J. Multivar. Anal.

Publications

Wencan Zhu, Céline Lévy-Leduc, Nils Ternès
Identification of prognostic and predictive biomarkers in high-dimensional data with PPLasso. BMC Bioinform. 24 (1) (2023)
Wencan Zhu, Céline Lévy-Leduc, Nils Ternès
A variable selection approach for highly correlated predictors in high-dimensional genomic data. Bioinform. 37 (16) (2021)
Mary Savino, Céline Lévy-Leduc, Marc Leconte, Benoit Cochepin
An active learning approach for improving the performance of equilibrium based chemical simulations. CoRR (2021)
Valderio Anselmo Reisen, Adriano Marcio Sgrancio, Céline Lévy-Leduc, Pascal Bondon, Edson Zambon Monte, Higor Henrique Aranda Cotta, Flávio Augusto Ziegelmann
Robust factor modelling for high-dimensional time series: An application to air pollution data. Appl. Math. Comput. 346 (2019)
Vincent Brault, Sarah Ouadah, Laure Sansonnet, Céline Lévy-Leduc
Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices. J. Multivar. Anal. 165 (2018)
Marie Perrot-Dockès, Céline Lévy-Leduc, Laure Sansonnet, Julien Chiquet
Variable selection in multivariate linear models with high-dimensional covariance matrix estimation. J. Multivar. Anal. 166 (2018)
Alessandro José Queiroz Sarnaglia, Valderio Anselmo Reisen, P. Bondou, Céline Lévy-Leduc
A robust estimation approach for fitting a PARMA model to real data. SSP (2016)
Vincent Brault, Julien Chiquet, Céline Lévy-Leduc
Fast Detection of Block Boundaries in Block-Wise Constant Matrices. MLDM (2016)
Marjorie Jala, Céline Lévy-Leduc, Eric Moulines, Emmanuelle Conil, Joe Wiart
Sequential Design of Computer Experiments for the Assessment of Fetus Exposure to Electromagnetic Fields. Technometrics 58 (1) (2016)
Céline Lévy-Leduc, Maud Delattre, Tristan Mary-Huard, Stéphane Robin
Two-dimensional segmentation for analyzing Hi-C data. Bioinform. 30 (17) (2014)
Valderio Anselmo Reisen, Alessandro José Queiroz Sarnaglia, Neyval Costa Reis Jr., Céline Lévy-Leduc, Jane Méri Santos
concentrations by a seasonal long-memory model with volatility. Environ. Model. Softw. 51 (2014)
Marjorie Jala, Céline Lévy-Leduc, Eric Moulines, Emmanuelle Conil, Joe Wiart
Sequential design of computer experiments for parameter estimation with application to numerical dosimetry. EUSIPCO (2012)
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
Distributed detection/localization of change-points in high-dimensional network traffic data. Stat. Comput. 22 (2) (2012)
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
Robust changepoint detection based on multivariate rank statistics. ICASSP (2011)
Alessandro José Queiroz Sarnaglia, Valderio Anselmo Reisen, Céline Lévy-Leduc
Robust estimation of periodic autoregressive processes in the presence of additive outliers. J. Multivar. Anal. 101 (9) (2010)
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
Distributed detection/localization of change-points in high-dimensional network traffic data CoRR (2009)
Céline Lévy-Leduc
Detection of network anomalies using rank tests. EUSIPCO (2008)
Zaïd Harchaoui, Céline Lévy-Leduc
Catching Change-points with Lasso. NIPS (2007)
Céline Lévy-Leduc
Frequency Estimation From A Particular Almost Periodic Function With Application To Laser Vibrometry Signals. ICASSP (3) (2006)
Marc Lavielle, Céline Lévy-Leduc
Semiparametric estimation of the frequency of unknown periodic functions and its application to laser vibrometry signals. IEEE Trans. Signal Process. 53 (7) (2005)