GATE: a genetic algorithm designed for expensive cost functions. - Stéphane Dominique; Jean Yves Trépanier; Christophe Tribes (Int. J. Math. Model. Numer. Optimisation, 2012)

Symbolic Computation of Equi-affine Evolute for Plane B-Spline Curves. - Eric Demers; François Guibault; Christophe Tribes (Curves and Surfaces, 2014)

Reducing the Number of Function Evaluations in Mesh Adaptive Direct Search Algorithms. - Charles Audet; Andrea Ianni; Sébastien Le Digabel; Christophe Tribes (SIAM J. Optim., 2014)

A selective eraser of curvature extrema for B-spline curves. - Eric Demers; Christophe Tribes; François Guibault (Comput. Graph., 2015)

Mesh-based Nelder-Mead algorithm for inequality constrained optimization. - Charles Audet; Christophe Tribes (Comput. Optim. Appl., 2018)

Robust optimization of noisy blackbox problems using the Mesh Adaptive Direct Search algorithm. - Charles Audet; Amina Ihaddadene; Sébastien Le Digabel; Christophe Tribes (Optim. Lett., 2018)

The Mesh Adaptive Direct Search Algorithm for Granular and Discrete Variables. - Charles Audet; Sébastien Le Digabel; Christophe Tribes (SIAM J. Optim., 2019)

Monotonic grey box direct search optimization. - Charles Audet; Pascal Côté; Catherine Poissant; Christophe Tribes (Optim. Lett., 2020)

NOMAD version 4: Nonlinear optimization with the MADS algorithm. - Charles Audet; Sébastien Le Digabel; Viviane Rochon Montplaisir; Christophe Tribes (CoRR, 2021)

HyperNOMAD: Hyperparameter Optimization of Deep Neural Networks Using Mesh Adaptive Direct Search. - Dounia Lakhmiri; Sébastien Le Digabel; Christophe Tribes (ACM Trans. Math. Softw., 2021)

Constrained blackbox optimization with the NOMAD solver on the COCO constrained test suite. - Charles Audet; Sébastien Le Digabel; Ludovic Salomon; Christophe Tribes (GECCO Companion, 2022)

Algorithm 1027: NOMAD Version 4: Nonlinear Optimization with the MADS Algorithm. - Charles Audet; Sébastien Le Digabel; Viviane Rochon Montplaisir; Christophe Tribes (ACM Trans. Math. Softw., 2022)

Scaling Deep Networks with the Mesh Adaptive Direct Search algorithm. - Dounia Lakhmiri; Mahdi Zolnouri; Vahid Partovi Nia; Christophe Tribes; Sébastien Le Digabel (CoRR, 2023)

Efficient Training Under Limited Resources. - Mahdi Zolnouri; Dounia Lakhmiri; Christophe Tribes; Eyyüb Sari; Sébastien Le Digabel (CoRR, 2023)

Hyperparameter Optimization for Large Language Model Instruction-Tuning. - Christophe Tribes; Sacha Benarroch-Lelong; Peng Lu; Ivan Kobyzev (CoRR, 2023)