Céline Lévy-Leduc

According to our database1, Céline Lévy-Leduc authored at least 19 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Identification of prognostic and predictive biomarkers in high-dimensional data with PPLasso.
BMC Bioinform., December, 2023

2021
An active learning approach for improving the performance of equilibrium based chemical simulations.
CoRR, 2021

A variable selection approach for highly correlated predictors in high-dimensional genomic data.
Bioinform., 2021

2019
Robust factor modelling for high-dimensional time series: An application to air pollution data.
Appl. Math. Comput., 2019

2018
Variable selection in multivariate linear models with high-dimensional covariance matrix estimation.
J. Multivar. Anal., 2018

Nonparametric multiple change-point estimation for analyzing large Hi-C data matrices.
J. Multivar. Anal., 2018

2016
Sequential Design of Computer Experiments for the Assessment of Fetus Exposure to Electromagnetic Fields.
Technometrics, 2016

A robust estimation approach for fitting a PARMA model to real data.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Fast Detection of Block Boundaries in Block-Wise Constant Matrices.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

2014
Modeling and forecasting daily average PM<sub>10</sub> concentrations by a seasonal long-memory model with volatility.
Environ. Model. Softw., 2014

Two-dimensional segmentation for analyzing Hi-C data.
Bioinform., 2014

2012
Distributed detection/localization of change-points in high-dimensional network traffic data.
Stat. Comput., 2012

Sequential design of computer experiments for parameter estimation with application to numerical dosimetry.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Robust changepoint detection based on multivariate rank statistics.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Robust estimation of periodic autoregressive processes in the presence of additive outliers.
J. Multivar. Anal., 2010

2008
Detection of network anomalies using rank tests.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Catching Change-points with Lasso.
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.
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.
IEEE Trans. Signal Process., 2005


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