Houssem Ouertatani

According to our database, Houssem Ouertatani authored at least 4 papers in 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Deep Neural Architecture Search via Bayesian Optimization : An application to Computer Vision. (Recherche efficace d'architectures neuronales profondes via Optimisation Bayésienne : application à la vision par ordinateur).

Houssem Ouertatani

PhD thesis, 2024

Neural Architecture Tuning: A BO-Powered NAS Tool.

Houssem Ouertatani, Cristian Maxim, Smaïl Niar, El-Ghazali Talbi

Proceedings of the Optimization and Learning - 7th International Conference, 2024

Accelerated NAS via Pretrained Ensembles and Multi-fidelity Bayesian Optimization.

Houssem Ouertatani, Cristian Maxim, Smaïl Niar, El-Ghazali Talbi

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models.

Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024