Using Semantic Web Technologies for Clinical Trial Recruitment. - Paolo Besana; Marc Cuggia; Oussama Zekri; Annabel Bourde; Anita Burgun (ISWC (2), 2010)

From French EHR to NCI ontology via UMLS. - Paolo Besana; Marc Cuggia; Oussama Zekri; Annabel Bourde; Anita Burgun (OM, 2010)

OWL model of clinical trial eligibility criteria compatible with partially-known information. - Olivier Dameron; Paolo Besana; Oussama Zekri; Annabel Bourde; Anita Burgun; Marc Cuggia (J. Biomed. Semant., 2013)

Automatic Selection of Clinical Trials Based on A Semantic Web Approach. - Marc Cuggia; Boris Campillo-Gimenez; Guillaume Bouzillé; Paolo Besana; Wassim Jouini; Jean-Charles Dufour; Oussama Zekri; Isabelle Gibaud; Cyril Garde; Régis Duvauferrier (MedInfo, 2015)

Can LLMs predict the convergence of Stochastic Gradient Descent? - Oussama Zekri; Abdelhakim Benechehab; Ievgen Redko (CoRR, 2024)

Large Language Models as Markov Chains. - Oussama Zekri; Ambroise Odonnat; Abdelhakim Benechehab; Linus Bleistein; Nicolas Boullé; Ievgen Redko (CoRR, 2024)

Zero-shot Model-based Reinforcement Learning using Large Language Models. - Abdelhakim Benechehab; Youssef Attia El Hili; Ambroise Odonnat; Oussama Zekri; Albert Thomas 001; Giuseppe Paolo; Maurizio Filippone; Ievgen Redko; Balázs Kégl (ICLR, 2025)

Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods. - Oussama Zekri; Nicolas Boullé (CoRR, 2025)