Efficient Exploration in Binary and Preferential Bayesian Optimization. - Tristan Fauvel; Matthew Chalk (CoRR, 2021)

Contextual Bayesian optimization with binary outputs. - Tristan Fauvel; Matthew Chalk (CoRR, 2021)

Human-in-the-loop optimization of retinal prostheses encoders. (Optimisation du codage du signal visuel dans les prothèses rétiniennes: une approche par apprentissage automatique). - Tristan Fauvel (2021)

Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses. - Jacob Granley; Tristan Fauvel; Matthew Chalk; Michael Beyeler (NeurIPS, 2023)

A Text-to-tabular Approach to Generate Synthetic Patient Data using LLMs. - Margaux Törnqvist; Jean-Daniel Zucker; Tristan Fauvel; Nicolas Lambert; Mathilde Berthelot; Antoine Movschin (ICHI, 2025)