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Victor Magron
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Publications
- 2023
- [j34]Ngoc Hoang Anh Mai, Victor Magron, Jean B. Lasserre:
A Sparse Version of Reznick's Positivstellensatz. Math. Oper. Res. 48(2): 812-833 (2023) - [j33]Ngoc Hoang Anh Mai, Jean-Bernard Lasserre, Victor Magron:
A hierarchy of spectral relaxations for polynomial optimization. Math. Program. Comput. 15(4): 651-701 (2023) - 2022
- [j29]Tong Chen, Jean-Bernard Lasserre, Victor Magron, Edouard Pauwels:
A sublevel moment-SOS hierarchy for polynomial optimization. Comput. Optim. Appl. 81(1): 31-66 (2022) - [j24]Ngoc Hoang Anh Mai, Jean-Bernard Lasserre, Victor Magron:
Positivity certificates and polynomial optimization on non-compact semialgebraic sets. Math. Program. 194(1): 443-485 (2022) - [j23]Ngoc Hoang Anh Mai, Jean B. Lasserre, Victor Magron, Jie Wang:
Exploiting Constant Trace Property in Large-scale Polynomial Optimization. ACM Trans. Math. Softw. 48(4): 40:1-40:39 (2022) - [j22]Jie Wang, Victor Magron, Jean B. Lasserre, Ngoc Hoang Anh Mai:
CS-TSSOS: Correlative and Term Sparsity for Large-Scale Polynomial Optimization. ACM Trans. Math. Softw. 48(4): 42:1-42:26 (2022) - [i25]Ngoc Hoang Anh Mai, Victor Magron, Jean-Bernard Lasserre, Kim-Chuan Toh:
Tractable hierarchies of convex relaxations for polynomial optimization on the nonnegative orthant. CoRR abs/2209.06175 (2022) - 2021
- [j18]Jie Wang, Victor Magron, Jean-Bernard Lasserre:
TSSOS: A Moment-SOS Hierarchy That Exploits Term Sparsity. SIAM J. Optim. 31(1): 30-58 (2021) - [j17]Jie Wang, Victor Magron, Jean-Bernard Lasserre:
Chordal-TSSOS: A Moment-SOS Hierarchy That Exploits Term Sparsity with Chordal Extension. SIAM J. Optim. 31(1): 114-141 (2021) - [j16]Jean-Bernard Lasserre, Victor Magron, Swann Marx, Olivier Zahm:
Minimizing Rational Functions: A Hierarchy of Approximations via Pushforward Measures. SIAM J. Optim. 31(3): 2285-2306 (2021) - [c11]Tong Chen, Jean B. Lasserre, Victor Magron, Edouard Pauwels:
Semialgebraic Representation of Monotone Deep Equilibrium Models and Applications to Certification. NeurIPS 2021: 27146-27159 - 2020
- [j14]Jean B. Lasserre, Victor Magron:
Computing the Hausdorff Boundary Measure of Semialgebraic Sets. SIAM J. Appl. Algebra Geom. 4(3): 441-469 (2020) - [c9]Tong Chen, Jean B. Lasserre, Victor Magron, Edouard Pauwels:
Semialgebraic Optimization for Lipschitz Constants of ReLU Networks. NeurIPS 2020 - [i22]Tong Chen, Jean-Bernard Lasserre, Victor Magron, Edouard Pauwels:
Polynomial Optimization for Bounding Lipschitz Constants of Deep Networks. CoRR abs/2002.03657 (2020) - [i21]Jie Wang, Victor Magron, Jean B. Lasserre, Ngoc Hoang Anh Mai:
CS-TSSOS: Correlative and term sparsity for large-scale polynomial optimization. CoRR abs/2005.02828 (2020) - 2019
- [j11]Jean-Bernard Lasserre, Victor Magron:
In SDP Relaxations, Inaccurate Solvers Do Robust Optimization. SIAM J. Optim. 29(3): 2128-2145 (2019) - 2018
- [j8]Jean-Bernard Lasserre, Victor Magron:
Optimal Data Fitting: A Moment Approach. SIAM J. Optim. 28(4): 3127-3144 (2018) - 2015
- [j2]Victor Magron, Didier Henrion, Jean-Bernard Lasserre:
Semidefinite Approximations of Projections and Polynomial Images of SemiAlgebraic Sets. SIAM J. Optim. 25(4): 2143-2164 (2015) - 2014
- [j1]Victor Magron, Didier Henrion, Jean-Bernard Lasserre:
Approximating Pareto curves using semidefinite relaxations. Oper. Res. Lett. 42(6-7): 432-437 (2014) - [i5]Victor Magron, Didier Henrion, Jean-Bernard Lasserre:
Approximating Pareto Curves using Semidefinite Relaxations. CoRR abs/1404.4772 (2014)
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