CV
Full CV
- PhD in Applied Mathematics (Ecole Polytechnique), 2013.
- Master's degree in Mathematics (Ecole Normale Supérieure de Lyon), 2010.
- Agrégation de Mathématiques, 2009.
Research interests
- Optimization, numerical methods, machine learning
- Optimal control in finite and infinite dimensional settings
- Applications and modelling in economics, biology, medicine
Publications
- M. Bogdan, X. Dupuis, P. Graczyk, B. Kołodziejek, T. Skalski, P. Tardivel, M. Wilczyński.
Pattern recovery by SLOPE.
arXiv:2203.12086, 2022.
link,
preprint
- X. Dupuis, P. Tardivel.
Proximal operator for the sorted l1 norm: Application to testing procedures based on SLOPE.
J. Statist. Plann. Inference 221, 1-8, 2022.
link,
article
- E. Calzola, E. Carlini, X. Dupuis, F.J. Silva.
A semi-Lagrangian scheme for Hamilton-Jacobi-Bellman equations with oblique boundary conditions.
arXiv:2109.10228, 2021.
link,
preprint
- X. Dupuis, S. Vaiter.
The Geometry of Sparse Analysis Regularization.
arXiv:1907.01769, 2019.
link,
preprint
- G. Carlier, X. Dupuis.
An iterated projection approach to variational problems under generalized convexity constraints.
Appl. Math. Optim., 76(3), 565-592, 2017.
link,
article
- J-D. Benamou, X. Dupuis.
Semi-discrete principal-agent problem.
Jupyter Notebook, 2016.
notebook (password: mokaplan),
static version
- J.F. Bonnans, X. Dupuis,
L. Pfeiffer.
Second-order necessary conditions in Pontryagin form for optimal control problems.
SIAM J. Control Optim., 52(6):3887-3916, 2014.
link,
article
- J.F. Bonnans, X. Dupuis,
L. Pfeiffer.
Second-order sufficient conditions for strong solutions to optimal
control problems. ESAIM Control Optim. Calc. Var., 20(3):704-724, 2014.
link,
article
- X. Dupuis.
Optimal control of leukemic cell population dynamics.
Math. Model. Nat. Phenom., 9(1):4-26, 2014.
link,
article
- J.F. Bonnans, C. de la Vega, X. Dupuis.
First and second order optimality conditions for
optimal control problems of state constrained integral equations.
J. Optim. Theory Appl., 159(1):1-40, 2013.
link,
article
PhD thesis
Optimal control of differential equations with - or without - memory.
November 2013.
link,
manuscript
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