4 citations · 4 across the 13 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
stat.ML2024
Ensembles of Probabilistic Regression Trees
Alexandre Seiller, Éric Gaussier, Emilie Devijver +2
Tree-based ensemble methods such as random forests, gradient-boosted trees, and Bayesianadditive regression trees have been successfully used for regression problems in many applic…
cs.AI2024
On the Fly Detection of Root Causes from Observed Data with Application to IT Systems
Lei Zan, Charles K. Assaad, Emilie Devijver +2
This paper introduces a new structural causal model tailored for representing threshold-based IT systems and presents a new algorithm designed to rapidly detect root causes of anom…