Dounia Lakhmiri

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Gaussian Processes

Top Venues

Oper. Res. Forum

ACM Trans. Math. Softw.

Expert Syst. Appl.

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)
Dounia Lakhmiri, Sébastien Le Digabel
Use of Static Surrogates in Hyperparameter Optimization. Oper. Res. Forum 3 (1) (2022)
Dounia Lakhmiri, Dominique Orban, Andrea Lodi
A Stochastic Proximal Method for Nonsmooth Regularized Finite Sum Optimization. CoRR (2022)
Dounia Lakhmiri, Ryan Alimo, Sébastien Le Digabel
Anomaly detection for data accountability of Mars telemetry data. Expert Syst. Appl. 189 (2022)
Dounia Lakhmiri, Sébastien Le Digabel
Use of static surrogates in hyperparameter optimization. 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)
Dounia Lakhmiri, Ryan Alimo, Sébastien Le Digabel
Tuning a variational autoencoder for data accountability problem in the Mars Science Laboratory ground data system. CoRR (2020)
Dounia Lakhmiri, Sébastien Le Digabel, Christophe Tribes
HyperNOMAD: Hyperparameter optimization of deep neural networks using mesh adaptive direct search. CoRR (2019)