Pareto-efficient Acquisition Functions for Cost-Aware Bayesian Optimization. - Gauthier Guinet; Valerio Perrone; Cédric Archambeau (CoRR, 2020)

Effective Dimension in Bandit Problems under Censorship. - Gauthier Guinet; Saurabh Amin; Patrick Jaillet (NeurIPS, 2022)

Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation. - Gauthier Guinet; Behrooz Omidvar-Tehrani; Anoop Deoras; Laurent Callot (ICML, 2024)

MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series. - Jingchao Ni; Gauthier Guinet; Peihong Jiang; Laurent Callot; Andrey Kan (CoRR, 2024)

Semi-Supervised Learning for Bilingual Lexicon Induction. - Paul Garnier; Gauthier Guinet (CoRR, 2024)

Large Language Model Critics for Execution-Free Evaluation of Code Changes. - Aashish Yadavally; Hoan Nguyen; Laurent Callot; Gauthier Guinet (CoRR, 2025)

Magistral. - Abhinav Rastogi; Albert Q. Jiang; Andy Lo; Gabrielle Berrada; Guillaume Lample; Jason Rute; Joep Barmentlo; Karmesh Yadav; Kartik Khandelwal; Khyathi Raghavi Chandu; Léonard Blier; Lucile Saulnier; et al. (CoRR, 2025)

Voxtral. - Alexander H. Liu; Andy Ehrenberg; Andy Lo; Clément Denoix; Corentin Barreau; Guillaume Lample; Jean-Malo Delignon; Khyathi Raghavi Chandu; Patrick von Platen; Pavankumar Reddy Muddireddy; Sanchit Gandhi; Soham Ghosh; et al. (CoRR, 2025)