Clustering de séries temporelles par construction de dictionnaire. - Étienne Goffinet; Mustapha Lebbah; Hanane Azzag; Loïc Giraldi (EGC, 2020)

Autonomous Driving Validation with Model-Based Dictionary Clustering. - Étienne Goffinet; Mustapha Lebbah; Hanane Azzag; Loïc Giraldi (ECML/PKDD (4), 2020)

Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation. - Étienne Goffinet; Anthony Coutant; Mustapha Lebbah; Hanane Azzag; Loïc Giraldi (CoRR, 2020)

Non-parametric Multivariate Time Series Co-clustering Model Applied to Driving-Assistance Systems Validation. - Étienne Goffinet; Mustapha Lebbah; Hanane Azzag; Loïc Giraldi; Anthony Coutant (AALTD@ECML/PKDD, 2021)

Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation. - Étienne Goffinet; Mustapha Lebbah; Hanane Azzag; Loïc Giraldi; Anthony Coutant (ESANN, 2021)

Multi-Block Clustering and Analytical Visualization of Massive Time Series from Autonomous Vehicle Simulation. (Clustering Multi-Blocs et Visualisation Analytique de Données Séquentielles Massives Issues de Simulations du Véhicule Autonome). - Étienne Goffinet (2021)

Functional non-parametric latent block model: A multivariate time series clustering approach for autonomous driving validation. - Étienne Goffinet; Mustapha Lebbah; Hanane Azzag; Loïc Giraldi; Anthony Coutant (Comput. Stat. Data Anal., 2022)

Propriétés émergentes du multi-clustering bayésien non paramétrique: Application aux données d'images multivues. - Reda Khoufache; Mohamed Djallel Dilmi; Hanene Azzag; Étienne Goffinet; Mustapha Lebbah (EGC, 2023)

The Falcon Series of Open Language Models. - Ebtesam Almazrouei; Hamza Alobeidli; Abdulaziz Alshamsi; Alessandro Cappelli; Ruxandra Cojocaru; Mérouane Debbah; Étienne Goffinet; Daniel Hesslow; Julien Launay; Quentin Malartic; Daniele Mazzotta; Badreddine Noune; et al. (CoRR, 2023)

Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture Models in Federated Learning. - Reda Khoufache; Mustapha Lebbah; Hanene Azzag; Étienne Goffinet; Djamel Bouchaffra (SDM, 2024)

MATE-Pred: Multimodal Attention-based TCR-Epitope interaction Predictor. - Étienne Goffinet; Raghvendra Mall; Ankita Singh; Rahul Kaushik; Filippo Castiglione (CoRR, 2024)

DiffNMR2: NMR Guided Sampling Acquisition Through Diffusion Model Uncertainty. - Étienne Goffinet; Sen Yan; Fabrizio Gabellieri; Laurence Jennings; Lydia Gkoura; Filippo Castiglione; Ryan Young; Idir Malki; Ankita Singh; Thomas Launey (CoRR, 2025)

DiffNMR3: Advancing NMR Resolution Beyond Instrumental Limits. - Sen Yan; Étienne Goffinet; Fabrizio Gabellieri; Ryan Young; Lydia Gkoura; Laurence Jennings; Filippo Castiglione; Thomas Launey (CoRR, 2025)

DiffNMR: Advancing Inpainting of Randomly Sampled Nuclear Magnetic Resonance Signals. - Sen Yan; Fabrizio Gabellieri; Étienne Goffinet; Filippo Castiglione; Thomas Launey (CoRR, 2025)