Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. - Adrien Le-Coz; Houssem Ouertatani; Stéphane Herbin; Faouzi Adjed (CVPR Workshops, 2024)

Accelerated NAS via Pretrained Ensembles and Multi-fidelity Bayesian Optimization. - Houssem Ouertatani; Cristian Maxim; Smaïl Niar; El-Ghazali Talbi (ICANN (1), 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 (2024)