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2020 – today
- 2023
[i5]Dounia Lakhmiri, Mahdi Zolnouri, Vahid Partovi Nia, Christophe Tribes, Sébastien Le Digabel:
Scaling Deep Networks with the Mesh Adaptive Direct Search algorithm. CoRR abs/2301.06641 (2023)- [i4]Mahdi Zolnouri, Dounia Lakhmiri, Christophe Tribes, Eyyüb Sari, Sébastien Le Digabel:
Efficient Training Under Limited Resources. CoRR abs/2301.09264 (2023) - [i3]Christophe Tribes, Sacha Benarroch-Lelong
, Peng Lu, Ivan Kobyzev:
Hyperparameter Optimization for Large Language Model Instruction-Tuning. CoRR abs/2312.00949 (2023) - 2022
- [j9]Charles Audet, Sébastien Le Digabel, Viviane Rochon Montplaisir, Christophe Tribes:
Algorithm 1027: NOMAD Version 4: Nonlinear Optimization with the MADS Algorithm. ACM Trans. Math. Softw. 48(3): 35:1-35:22 (2022) - [c2]Charles Audet, Sébastien Le Digabel, Ludovic Salomon, Christophe Tribes:
Constrained blackbox optimization with the NOMAD solver on the COCO constrained test suite. GECCO Companion 2022: 1683-1690 - 2021
- [j8]Dounia Lakhmiri, Sébastien Le Digabel, Christophe Tribes:
HyperNOMAD: Hyperparameter Optimization of Deep Neural Networks Using Mesh Adaptive Direct Search. ACM Trans. Math. Softw. 47(3): 27:1-27:27 (2021) - [i2]Charles Audet, Sébastien Le Digabel, Viviane Rochon Montplaisir, Christophe Tribes:
NOMAD version 4: Nonlinear optimization with the MADS algorithm. CoRR abs/2104.11627 (2021) - 2020
- [j7]Charles Audet, Pascal Côté, Catherine Poissant, Christophe Tribes:
Monotonic grey box direct search optimization. Optim. Lett. 14(1): 3-18 (2020)
2010 – 2019
- 2019
- [j6]Charles Audet, Sébastien Le Digabel, Christophe Tribes:
The Mesh Adaptive Direct Search Algorithm for Granular and Discrete Variables. SIAM J. Optim. 29(2): 1164-1189 (2019) - [i1]Dounia Lakhmiri, Sébastien Le Digabel, Christophe Tribes:
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search. CoRR abs/1907.01698 (2019) - 2018
- [j5]Charles Audet, Christophe Tribes:
Mesh-based Nelder-Mead algorithm for inequality constrained optimization. Comput. Optim. Appl. 71(2): 331-352 (2018) - [j4]Charles Audet, Amina Ihaddadene, Sébastien Le Digabel, Christophe Tribes:
Robust optimization of noisy blackbox problems using the Mesh Adaptive Direct Search algorithm. Optim. Lett. 12(4): 675-689 (2018) - 2015
- [j3]Eric Demers, Christophe Tribes, François Guibault:
A selective eraser of curvature extrema for B-spline curves. Comput. Graph. 51: 35-42 (2015) - 2014
- [j2]Charles Audet, Andrea Ianni, Sébastien Le Digabel, Christophe Tribes:
Reducing the Number of Function Evaluations in Mesh Adaptive Direct Search Algorithms. SIAM J. Optim. 24(2): 621-642 (2014) - [c1]Eric Demers, François Guibault, Christophe Tribes:
Symbolic Computation of Equi-affine Evolute for Plane B-Spline Curves. Curves and Surfaces 2014: 169-180 - 2012
- [j1]Stéphane Dominique, Jean Yves Trépanier, Christophe Tribes:
GATE: a genetic algorithm designed for expensive cost functions. Int. J. Math. Model. Numer. Optimisation 3(1/2): 5-29 (2012)
Coauthor Index
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