Tuning a variational autoencoder for data accountability problem in the Mars Science Laboratory ground data system. - Dounia Lakhmiri; Ryan Alimo; Sébastien Le Digabel (CoRR, 2020)

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

A Stochastic Proximal Method for Nonsmooth Regularized Finite Sum Optimization. - Dounia Lakhmiri; Dominique Orban; Andrea Lodi 001 (CoRR, 2022)

Anomaly detection for data accountability of Mars telemetry data. - Dounia Lakhmiri; Ryan Alimo; Sébastien Le Digabel (Expert Syst. Appl., 2022)

Use of Static Surrogates in Hyperparameter Optimization. - Dounia Lakhmiri; Sébastien Le Digabel (Oper. Res. Forum, 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)