Céline Lévy‐Leduc

Multiple Change-Point Estimation With a Total Variation Penalty

Zaïd Harchaoui, Céline Lévy‐Leduc · Journal of the American Statistical Association · 2010 · 303 citations

Variable Selection Context, Statistical Signal Processing, Engineering +10

Two-dimensional segmentation for analyzing Hi-C data

Céline Lévy‐Leduc, Maud Delattre, Tristan Mary‐Huard et al. · Bioinformatics · 2014 · 177 citations · Full text

Data Representation, Abstract Motivation, Engineering +23

Catching Change-points with Lasso

Céline Lévy‐Leduc, Zaïd Harchaoui · Neural Information Processing Systems · 2007 · 90 citations

Statistical Signal Processing, Machine Vision, Machine Learning +14

Detection and localization of change-points in high-dimensional network traffic data

Céline Lévy‐Leduc, François Roueff · The Annals of Applied Statistics · 2009 · 71 citations · Full text

Internet Traffic Analysis, Anomaly Detection, Engineering +19

Homogeneity and change-point detection tests for multivariate data using rank statistics

Alexandre Lung-Yut-Fong, Céline Lévy‐Leduc, Olivier Cappé · arXiv (Cornell University) · 2011 · 62 citations · Full text

Change-point Detection Tests, Engineering, Shift Detection +14