Tristan Fauvel

According to our database, Tristan Fauvel authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

2023

Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses.

Jacob Granley, Tristan Fauvel, Matthew Chalk, Michael Beyeler

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

PhD thesis, 2021

Contextual Bayesian optimization with binary outputs.

Tristan Fauvel, Matthew Chalk

CoRR, 2021

Efficient Exploration in Binary and Preferential Bayesian Optimization.

Tristan Fauvel, Matthew Chalk

CoRR, 2021