adversarial data 1blackwell approachability 1conformal inference 1exchangeable data 1online learning 1prediction sets 1
From the 1 of 2 linked papers with an AI index.
1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2026
Adaptive Conformal Inference through the Lens of Blackwell Approachability
Guillaume Principato, Gilles Stoltz
The paper studies online (adaptive) conformal inference and proposes a game‑theoretic strategy based on Blackwell approachability that guarantees valid prediction sets while automa…
stat.ML2026★ 1 cited
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…