Céline Lévy-Leduc

21 papers Misc 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Variable Selection in High-Dimensional Logistic Regression Models Using a Whitening Approach.
IEEE Trans. Comput. Biol. Bioinform.
Wencan Zhu, Céline Lévy-Leduc, Nils Ternès
2023 J jnl
Identification of prognostic and predictive biomarkers in high-dimensional data with PPLasso.
BMC Bioinform.
Wencan Zhu, Céline Lévy-Leduc, Nils Ternès
2021 J jnl
A variable selection approach for highly correlated predictors in high-dimensional genomic data.
Bioinform.
Wencan Zhu, Céline Lévy-Leduc, Nils Ternès
2021 J jnl
An active learning approach for improving the performance of equilibrium based chemical simulations.
CoRR
Mary Savino, Céline Lévy-Leduc, Marc Leconte, Benoit Cochepin
2019 J jnl
Robust factor modelling for high-dimensional time series: An application to air pollution data.
Appl. Math. Comput.
Valderio Anselmo Reisen, Adriano Marcio Sgrancio, Céline Lévy-Leduc, Pascal Bondon, Edson Zambon Monte, Higor Henrique Aranda Cotta, Flávio Augusto Ziegelmann
2018 J jnl
Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices.
J. Multivar. Anal.
Vincent Brault, Sarah Ouadah, Laure Sansonnet, Céline Lévy-Leduc
2018 J jnl
Variable selection in multivariate linear models with high-dimensional covariance matrix estimation.
J. Multivar. Anal.
Marie Perrot-Dockès, Céline Lévy-Leduc, Laure Sansonnet, Julien Chiquet
2016 — conf
A robust estimation approach for fitting a PARMA model to real data.
SSP
Alessandro José Queiroz Sarnaglia, Valderio Anselmo Reisen, P. Bondou, Céline Lévy-Leduc
2016 — conf
Fast Detection of Block Boundaries in Block-Wise Constant Matrices.
MLDM
Vincent Brault, Julien Chiquet, Céline Lévy-Leduc
2016 J jnl
Sequential Design of Computer Experiments for the Assessment of Fetus Exposure to Electromagnetic Fields.
Technometrics
Marjorie Jala, Céline Lévy-Leduc, Eric Moulines, Emmanuelle Conil, Joe Wiart
2014 J jnl
Modeling and forecasting daily average PM
Environ. Model. Softw.
Valderio Anselmo Reisen, Alessandro José Queiroz Sarnaglia, Neyval Costa Reis Jr., Céline Lévy-Leduc, Jane Méri Santos
2014 J jnl
Two-dimensional segmentation for analyzing Hi-C data.
Bioinform.
Céline Lévy-Leduc, Maud Delattre, Tristan Mary-Huard, Stéphane Robin
2012 J jnl
Distributed detection/localization of change-points in high-dimensional network traffic data.
Stat. Comput.
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
2012 — conf
Sequential design of computer experiments for parameter estimation with application to numerical dosimetry.
EUSIPCO
Marjorie Jala, Céline Lévy-Leduc, Eric Moulines, Emmanuelle Conil, Joe Wiart
2011 Misc conf
Robust changepoint detection based on multivariate rank statistics.
ICASSP
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
2010 J jnl
Robust estimation of periodic autoregressive processes in the presence of additive outliers.
J. Multivar. Anal.
Alessandro José Queiroz Sarnaglia, Valderio Anselmo Reisen, Céline Lévy-Leduc
2009 J jnl
Distributed detection/localization of change-points in high-dimensional network traffic data
CoRR
Alexandre Lung-Yut-Fong, Céline Lévy-Leduc, Olivier Cappé
2008 — conf
Detection of network anomalies using rank tests.
EUSIPCO
Céline Lévy-Leduc
2007 — conf
Catching Change-points with Lasso.
NIPS
Zaïd Harchaoui, Céline Lévy-Leduc
2006 — conf
Frequency Estimation From A Particular Almost Periodic Function With Application To Laser Vibrometry Signals.
ICASSP (3)
Céline Lévy-Leduc
2005 J jnl
Semiparametric estimation of the frequency of unknown periodic functions and its application to laser vibrometry signals.
IEEE Trans. Signal Process.
Marc Lavielle, Céline Lévy-Leduc