output
19992026
most citedEmpirical risk minimization for heavy-tailed losses

61 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024Show all

2 papers · 1 filter

stat.ML2024★ 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…

stat.ME2024★ 1 cited

Sharp Bounds for Continuous-Valued Treatment Effects with Unobserved Confounders

Jean-Baptiste Baitairian, Bernard Sebastien, Rana Jreich +2

In causal inference, treatment effects are typically estimated under the ignorability, or unconfoundedness, assumption, which is often unrealistic in observational data. By relaxin…