References

[1] Harris Papadopoulos. “Guaranteed Coverage Prediction Intervals with Gaussian Process Regression”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 12, pp. 9072-9083, Dec. 2024. DOI: 10.1109/TPAMI.2024.3418214. (arXiv version)

[2] Vladimir Vovk, Alexander Gammerman, and Glenn Shafer. Algorithmic Learning in a Random World, 2nd Ed. Springer, 2023. DOI: 10.1007/978-3-031-06649-8.

[3] Harris Papadopoulos. “GPyConform: Conformal Prediction with Gaussian Process Regression in Python”. In: K. An Nguyen, Z. Luo (eds), The Importance of Being Learnable, Lecture Notes in Computer Science, vol. 16290, pp. 449–466. Springer, 2026. DOI: 10.1007/978-3-032-15120-9_20.