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Mathieu Besançon
Mathieu Besançon
Inria Grenoble
Verified email at polymtl.ca - Homepage
Title
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Year
The SCIP Optimization Suite 8.0
K Bestuzheva, M Besançon, WK Chen, A Chmiela, T Donkiewicz, ...
arXiv preprint arXiv:2112.08872, 2021
2792021
Distributions. jl: Definition and modeling of probability distributions in the JuliaStats ecosystem
M Besançon, T Papamarkou, D Anthoff, A Arslan, S Byrne, D Lin, ...
Journal of Statistical Software 98 (16), 1-30, 2019
932019
Enabling research through the SCIP optimization suite 8.0
K Bestuzheva, M Besançon, WK Chen, A Chmiela, T Donkiewicz, ...
ACM Transactions on Mathematical Software 49 (2), 1-21, 2023
572023
A Bilevel Approach for Optimal Price-Setting of Time-and-Level-of-Use Tariffs
M Besançon, MF Anjos, L Brotcorne, JA Gómez-Herrera
IEEE Transactions on Smart Grid 11 (6), 5462-5465, 2020
242020
FrankWolfe. jl: A High-Performance and Flexible Toolbox for Frank–Wolfe Algorithms and Conditional Gradients
M Besançon, A Carderera, S Pokutta
INFORMS Journal on Computing, 2022
182022
Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions
A Carderera, M Besançon, S Pokutta
Advances in Neural Information Processing Systems 34, 5390-5401, 2021
182021
Improved local models and new Bell inequalities via Frank-Wolfe algorithms
S Designolle, G Iommazzo, M Besançon, S Knebel, P Gelß, S Pokutta
Physical Review Research 5 (4), 043059, 2023
162023
Robust bilevel optimization for near-optimal lower-level solutions
M Besançon, MF Anjos, L Brotcorne
Journal of Global Optimization, 1-30, 2024
15*2024
The SCIP Optimization Suite 9.0
S Bolusani, M Besançon, K Bestuzheva, A Chmiela, J Dionísio, ...
arXiv preprint arXiv:2402.17702, 2024
142024
Complexity of near-optimal robust versions of multilevel optimization problems
M Besançon, MF Anjos, L Brotcorne
Optimization Letters 15, 2597-2610, 2021
132021
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings
J Macdonald, M Besançon, S Pokutta
arXiv preprint arXiv:2110.08105, 2021
132021
Interrogating the effect of enzyme kinetics on metabolism using differentiable constraint-based models
M Besançon, M Kratochvíl, CAF Kuate, C Trefois, W Gu, O Ebenhöh
Metabolic engineering 74, 72-82, 2022
92022
Cutting Plane Selection with Analytic Centers and Multiregression
M Turner, T Berthold, M Besançon, T Koch
International Conference on Integration of Constraint Programming …, 2023
82023
Flexible differentiable optimization via model transformations
M Besançon, J Dias Garcia, B Legat, A Sharma
INFORMS Journal on Computing 36 (2), 456-478, 2024
62024
Solving the Optimal Experiment Design Problem with Mixed-Integer Convex Methods
D Hendrych, M Besançon, S Pokutta
arXiv preprint arXiv:2312.11200, 2023
62023
A Julia package for bilevel optimization problems
M Besançon
Journal of Open Source Software 4 (39), 2019
42019
A Bilevel Framework for Optimal Price-Setting of Time-and-Level-of-Use Tariffs
M Besançon, MF Anjos, L Brotcorne, JA Gomez-Herrera
arXiv preprint arXiv:1809.00512, 2018
42018
Branching via Cutting Plane Selection: Improving Hybrid Branching
M Turner, T Berthold, M Besançon, T Koch
arXiv preprint arXiv:2306.06050, 2023
32023
Convex mixed-integer optimization with Frank-Wolfe methods
D Hendrych, H Troppens, M Besançon, S Pokutta
arXiv preprint arXiv:2208.11010, 2022
32022
Scalable Frank–Wolfe on generalized self-concordant functions via simple steps
A Carderera, M Besançon, S Pokutta
SIAM Journal on Optimization 34 (3), 2231-2258, 2024
12024
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