1 citations · 1 across the 3 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
stat.ML2025
Distributional encoding for Gaussian process regression with qualitative inputs
Sébastien Da Veiga
Gaussian Process (GP) regression is a popular and sample-efficient approach for many engineering applications, where observations are expensive to acquire, and is also a central in…
cs.LG2025
Scalable and adaptive prediction bands with kernel sum-of-squares
Louis Allain, Sébastien da Veiga, Brian Staber
Conformal Prediction (CP) is a popular framework for constructing prediction bands with valid coverage in finite samples, while being free of any distributional assumption. A well-…