Christophe Tribes

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 12

Top Topics

Constrained Optimization

Top Venues

ACM Trans. Math. Softw.

Publications

Dounia Lakhmiri, Mahdi Zolnouri, Vahid Partovi Nia, Christophe Tribes, Sébastien Le Digabel
Scaling Deep Networks with the Mesh Adaptive Direct Search algorithm. CoRR (2023)
Mahdi Zolnouri, Dounia Lakhmiri, Christophe Tribes, Eyyüb Sari, Sébastien Le Digabel
Efficient Training Under Limited Resources. CoRR (2023)
Christophe Tribes, Sacha Benarroch-Lelong, Peng Lu, Ivan Kobyzev
Hyperparameter Optimization for Large Language Model Instruction-Tuning. CoRR (2023)
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)
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) (2022)
Charles Audet, Sébastien Le Digabel, Viviane Rochon Montplaisir, Christophe Tribes
NOMAD version 4: Nonlinear optimization with the MADS algorithm. CoRR (2021)
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) (2021)
Charles Audet, Pascal Côté, Catherine Poissant, Christophe Tribes
Monotonic grey box direct search optimization. Optim. Lett. 14 (1) (2020)
Dounia Lakhmiri, Sébastien Le Digabel, Christophe Tribes
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search. CoRR (2019)
Charles Audet, Sébastien Le Digabel, Christophe Tribes
The Mesh Adaptive Direct Search Algorithm for Granular and Discrete Variables. SIAM J. Optim. 29 (2) (2019)
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) (2018)
Charles Audet, Christophe Tribes
Mesh-based Nelder-Mead algorithm for inequality constrained optimization. Comput. Optim. Appl. 71 (2) (2018)
Eric Demers, Christophe Tribes, François Guibault
A selective eraser of curvature extrema for B-spline curves. Comput. Graph. 51 (2015)
Eric Demers, François Guibault, Christophe Tribes
Symbolic Computation of Equi-affine Evolute for Plane B-Spline Curves. Curves and Surfaces (2014)
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) (2014)
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) (2012)