Maxime Ferreira Da Costa
Laboratoire Laboratoire Signaux et Systèmes
maxime.ferreira [at] centralesupelec.fr
Résumé :
- I am an Associate Professor (Maître de Conférences) at CentraleSupélec, Université Paris-Saclay. I work with the Laboratory of Signals and Systems (L2S).
- My research focuses on the theoretical and algorithmic foundations of data science, structured signal processing, and inverse problems. I am investigating novel problematics at the intersection of information theory, statistics, harmonic analysis, and optimization. More specifically, I am working on continuous, off-the-grid, inverse problems under sparsity constraints with applications in sensing and imaging systems, telecommunications, and physical layer security. I am particularly interested in quantifying the resolution limits of such problems and in deriving efficient algorithms guaranteeing a stable reconstruction. Additionally, I design communication protocols over the physical layer with mathematically provable privacy guarantees by exploiting the relative hardness of multilinear inverse problems.
Mots clés :
- Information Theory; Signal Processing; Applied Harmonic Analysis; Inverse Problems; Physical Layer Security
Publications :
- Communication on a congress - 5 documents
- Meghna Kalra, Maxime Ferreira Da Costa, Kiryung Lee. Small-Noise Sensitivity Analysis of Locating Pulses in the Presence of Adversarial Perturbation, 2024-07-08. (https://hal.science/hal-04489137v2)
- Joseph Gabet, Maxime Ferreira Da Costa. Preconditioned Gradient Descent for Sketched Mixture Learning, 2024-07-07. (https://centralesupelec.hal.science/hal-04425748v2)
- Maxime Ferreira Da Costa, Salah Eddine Elayoubi, Wassim Hajji. Goal-Oriented Communications for Distributed Sensing: a joint scheduling and estimation approach, 2024-06-24. (https://centralesupelec.hal.science/hal-04243611v2)
- Trong Duy Tran, Maxime Ferreira Da Costa, Linh Trung Nguyen. Securing Channel State Information via Fake Path Injection in SIMO Communication, 2024-02-26. (https://hal.science/hal-04723968v1)
- Maxime Ferreira Da Costa. Second-Order Beurling Approximations and Super-Resolution from Bandlimited Functions, 2023-07-10. (https://centralesupelec.hal.science/hal-04187552v2)
- Pre-submission / Working document - 2 documents
- Duy Tran Trong, Maxime Ferreira Da Costa, Trung Nguyen Linh. Physical Layer Location Privacy in SIMO Communication Using Fake Path Injection, 2024-01-30. (https://hal.science/hal-04435862v1)
- Maxime Ferreira Da Costa. The condition number of weighted non-harmonic Fourier matrices with applications to super-resolution, 2023-10-26. (https://centralesupelec.hal.science/hal-04261330v1)
- Article in a review - 2 documents
- Maxime Ferreira da Costa, Jianxiu Li, Urbashi Mitra. Guaranteed Private Communication with Secret Block Structure, 2024. (https://centralesupelec.hal.science/hal-04215681v2)
- Maxime Ferreira Da Costa, Yuejie Chi. Local Geometry of Nonconvex Spike Deconvolution from Low-Pass Measurements, 2023-03-30. (https://centralesupelec.hal.science/hal-03809877v2)