1 citations · 2 across the 3 of their papers we have counts for
3 papers
Adaptive Conformal Inference through the Lens of Blackwell Approachability
Guillaume Principato, Gilles Stoltz
This article considers an online version of conformal inference, called adaptive conformal inference [ACI] and introduced by Gibbs and Candès (2021): prediction sets are issued seq…
Conformal Prediction for Hierarchical Data
Guillaume Principato, Gilles Stoltz, Yvenn Amara-Ouali +3
We consider conformal prediction for multivariate data and focus on hierarchical data, where some components are linear combinations of others. Intuitively, the hierarchical struct…
Forecasting electricity consumption by aggregating specialized experts
Marie Devaine, Pierre Gaillard, Yannig Goude +1
We consider the setting of sequential prediction of arbitrary sequences based on specialized experts. We first provide a review of the relevant literature and present two theoretic…