Céline Moucer

According to our database, Céline Moucer authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO.

Céline Moucer, Adrien B. Taylor, Francis Bach

J. Mach. Learn. Res., 2025

2024

PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python.

Baptiste Goujaud, Céline Moucer, François Glineur, Julien M. Hendrickx, Adrien B. Taylor, Aymeric Dieuleveut

Math. Program. Comput., September, 2024

Convex optimization for data science: continuous-time Lyapunov analyses, geometry dependent matching pursuit and concentration inequalities. (Optimisation convexe pour la science des données: analyses par fonctions de Lyapunov en temps continu, algorithmes de matching pursuit dépendant de la géométrie et inégalités de concentration).

Céline Moucer

PhD thesis, 2024

2023

A Systematic Approach to Lyapunov Analyses of Continuous-Time Models in Convex Optimization.

Céline Moucer, Adrien B. Taylor, Francis R. Bach

SIAM J. Optim., September, 2023