2 papers
cs.LG2025
Identifying counterfactual probabilities using bivariate distributions and uplift modeling
Théo Verhelst, Gianluca Bontempi
Uplift modeling estimates the causal effect of an intervention as the difference between potential outcomes under treatment and control, whereas counterfactual identification aims…
cs.AI2025
Ethics2vec: aligning automatic agents and human preferences
Gianluca Bontempi
Though intelligent agents are supposed to improve human experience (or make it more efficient), it is hard from a human perspective to grasp the ethical values which are explicitly…