2 papers
cs.LG2025
Transductive Conformal Inference for Full Ranking
Jean-Baptiste Fermanian, Pierre Humbert, Gilles Blanchard
We introduce a method based on Conformal Prediction (CP) to quantify the uncertainty of full ranking algorithms. We focus on a specific scenario where items are to be ranked…
stat.ML2025
Estimation of multiple mean vectors in high dimension
Gilles Blanchard, Jean-Baptiste Fermanian, Hannah Marienwald
We endeavour to estimate numerous multi-dimensional means of various probability distributions on a common space based on independent samples. Our approach involves forming estimat…