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Lakhmiri, Dounia
11  results:
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1

Use of Static Surrogates in Hyperparameter Optimization:

Lakhmiri, Dounia ; Le Digabel, Sébastien
Operations Research Forum.  3 (2022)  1 - p. , 2022
Link: https://doi.org/10.1007/..
 
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2

Anomaly detection for data accountability of Mars telemetry..:

Lakhmiri, Dounia ; Alimo, Ryan ; Le Digabel, Sébastien
Expert Systems with Applications.  189 (2022)  - p. 116060 , 2022
Link: https://doi.org/10.1016/..
 
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3

HyperNOMAD : Hyperparameter Optimization of Deep Neural ..:

Lakhmiri, Dounia ; Digabel, Sébastien Le ; Tribes, Christophe
ACM Transactions on Mathematical Software (TOMS).  47 (2021)  3 - p. 1-27 , 2021
Link: https://dl.acm.org/doi/1..
 
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4

HyperNOMAD: Hyperparameter Optimization of Deep Neural Netw..:

Lakhmiri, Dounia ; Digabel, Sébastien Le ; Tribes, Christophe
ACM Transactions on Mathematical Software.  47 (2021)  3 - p. 1-27 , 2021
Link: https://doi.org/10.1145/..
 
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5

Efficient Training Under Limited Resources:

Zolnouri, Mahdi ; Lakhmiri, Dounia ; Tribes, Christophe..
http://arxiv.org/abs/2301.09264.  , 2023
Link: http://arxiv.org/abs/230..
 
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6

Scaling Deep Networks with the Mesh Adaptive Direct Search ..:

Lakhmiri, Dounia ; Zolnouri, Mahdi ; Nia, Vahid Partovi..
http://arxiv.org/abs/2301.06641.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

A Stochastic Proximal Method for Nonsmooth Regularized Fini..:

Lakhmiri, Dounia ; Orban, Dominique ; Lodi, Andrea
http://arxiv.org/abs/2206.06531.  , 2022
Link: http://arxiv.org/abs/220..
 
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8

Use of static surrogates in hyperparameter optimization:

Lakhmiri, Dounia ; Digabel, Sébastien Le
http://arxiv.org/abs/2103.07963.  , 2021
Link: http://arxiv.org/abs/210..
 
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9

Tuning a variational autoencoder for data accountability pr..:

Lakhmiri, Dounia ; Alimo, Ryan ; Digabel, Sebastien Le
http://arxiv.org/abs/2006.03962.  , 2020
Link: http://arxiv.org/abs/200..
 
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10

HyperNOMAD: Hyperparameter optimization of deep neural netw..:

Lakhmiri, Dounia ; Digabel, Sébastien Le ; Tribes, Christophe
http://arxiv.org/abs/1907.01698.  , 2019
Link: http://arxiv.org/abs/190..
 
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11

bbopt/HyperNOMAD: First release:

Dounia Lakhmiri ; Christophe Tribes
https://github.com/bbopt/HyperNOMAD/tree/0.1.  , 2020
Link: https://zenodo.org/recor..
 
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