Aurélien Pion

According to our database¹, Aurélien Pion authored at least 4 papers between 2024 and 2026.

Collaborative distances:

Timeline

Book In proceedings Article PhD thesis Dataset Other

2026

Goal-Oriented Lower-Tail Calibration of Gaussian Processes for Bayesian Optimization.

[DOI]

CoRR, May, 2026

2025

Design-marginal calibration of Gaussian process predictive distributions: Bayesian and conformal approaches.

[DOI]

CoRR, December, 2025

A Bayesian framework for calibrating Gaussian process predictive distributions.

[DOI]

Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, 2025

2024

Gaussian Process Interpolation with Conformal Prediction: Methods and Comparative Analysis.

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2024