30 citations · 49 across the 7 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024★ 18 cited
An evaluation framework for synthetic data generation models
Ioannis E. Livieris, Nikos Alimpertis, George Domalis +1
Nowadays, the use of synthetic data has gained popularity as a cost-efficient strategy for enhancing data augmentation for improving machine learning models performance as well as…
stat.ML2024
C-XGBoost: A tree boosting model for causal effect estimation
Niki Kiriakidou, Ioannis E. Livieris, Christos Diou
Causal effect estimation aims at estimating the Average Treatment Effect as well as the Conditional Average Treatment Effect of a treatment to an outcome from the available data. T…