Scholar
Luiz F. O. Chamon
Google Scholar ID: FIm-l-sAAAAJ
École polytechnique, Institut Polytechnique de Paris
Optimization
Machine Learning
Signal processing
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Citations & Impact
All-time
Citations
2,097
H-index
19
i10-index
32
Publications
20
Co-authors
20
list available
Contact
Email
luiz.chamon@polytechnique.edu
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Publications
7 items
Learning with Statistical Equality Constraints
2025
Cited
0
Adaptive Symmetrization of the KL Divergence
2025
Cited
0
Learning (Approximately) Equivariant Networks via Constrained Optimization
2025
Cited
0
The Lagrangian Method for Solving Constrained Markov Games
2025
Cited
0
Benign Overfitting and the Geometry of the Ridge Regression Solution in Binary Classification
2025
Cited
0
Constrained Sampling with Primal-Dual Langevin Monte Carlo
arXiv.org · 2024
Cited
0
Solving Differential Equations with Constrained Learning
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
Appointed ELLIS Scholar in 2025
Papers accepted at top-tier venues including ICLR 2025, IEEE CDC 2025, and NeurIPS 2024
Published multiple works on constrained optimization, Lagrangian methods, approximately equivariant networks, and geometry of ridge regression
Invited keynote speaker at NeurIPS 2025 workshop and invited talks at EUROPT 2025, GIPSA-LJK, UC3M, ENS Ulm, etc.
Authored numerous arXiv preprints with collaborators such as S. Das, S. Paternain, C. Eksin, A. Manolache, M. Niepert, and P.L. Bartlett
Co-authors
20 total
Alejandro Ribeiro
University of Pennsylvania
Santiago Paternain
Rensselaer Polytechnic Institute
George Pappas
UPS Foundation Professor, Electrical and Systems Engineering, University of Pennsylvania
Co-author 4
Co-author 5
Mark Eisen
Johns Hopkins Applied Physics Laboratory
Co-author 7
Co-author 8
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