Christophe Tribes

16 papers Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Efficient Training Under Limited Resources.
CoRR
Mahdi Zolnouri, Dounia Lakhmiri, Christophe Tribes, Eyyüb Sari, Sébastien Le Digabel
2023 J jnl
Hyperparameter Optimization for Large Language Model Instruction-Tuning.
CoRR
Christophe Tribes, Sacha Benarroch-Lelong, Peng Lu, Ivan Kobyzev
2023 J jnl
Scaling Deep Networks with the Mesh Adaptive Direct Search algorithm.
CoRR
Dounia Lakhmiri, Mahdi Zolnouri, Vahid Partovi Nia, Christophe Tribes, Sébastien Le Digabel
2022 J jnl
Algorithm 1027: NOMAD Version 4: Nonlinear Optimization with the MADS Algorithm.
ACM Trans. Math. Softw.
Charles Audet, Sébastien Le Digabel, Viviane Rochon Montplaisir, Christophe Tribes
2022 — conf
Constrained blackbox optimization with the NOMAD solver on the COCO constrained test suite.
GECCO Companion
Charles Audet, Sébastien Le Digabel, Ludovic Salomon, Christophe Tribes
2021 J jnl
HyperNOMAD: Hyperparameter Optimization of Deep Neural Networks Using Mesh Adaptive Direct Search.
ACM Trans. Math. Softw.
Dounia Lakhmiri, Sébastien Le Digabel, Christophe Tribes
2021 J jnl
NOMAD version 4: Nonlinear optimization with the MADS algorithm.
CoRR
Charles Audet, Sébastien Le Digabel, Viviane Rochon Montplaisir, Christophe Tribes
2020 J jnl
Monotonic grey box direct search optimization.
Optim. Lett.
Charles Audet, Pascal Côté, Catherine Poissant, Christophe Tribes
2019 J jnl
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search.
CoRR
Dounia Lakhmiri, Sébastien Le Digabel, Christophe Tribes
2019 J jnl
The Mesh Adaptive Direct Search Algorithm for Granular and Discrete Variables.
SIAM J. Optim.
Charles Audet, Sébastien Le Digabel, Christophe Tribes
2018 J jnl
Mesh-based Nelder-Mead algorithm for inequality constrained optimization.
Comput. Optim. Appl.
Charles Audet, Christophe Tribes
2018 J jnl
Robust optimization of noisy blackbox problems using the Mesh Adaptive Direct Search algorithm.
Optim. Lett.
Charles Audet, Amina Ihaddadene, Sébastien Le Digabel, Christophe Tribes
2015 J jnl
A selective eraser of curvature extrema for B-spline curves.
Comput. Graph.
Eric Demers, Christophe Tribes, François Guibault
2014 J jnl
Reducing the Number of Function Evaluations in Mesh Adaptive Direct Search Algorithms.
SIAM J. Optim.
Charles Audet, Andrea Ianni, Sébastien Le Digabel, Christophe Tribes
2014 — conf
Symbolic Computation of Equi-affine Evolute for Plane B-Spline Curves.
Curves and Surfaces
Eric Demers, François Guibault, Christophe Tribes
2012 J jnl
GATE: a genetic algorithm designed for expensive cost functions.
Int. J. Math. Model. Numer. Optimisation
Stéphane Dominique, Jean Yves Trépanier, Christophe Tribes