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…
eess.SY2025
Probability of collision in nonlinear dynamics by moment propagation
Théo Verhelst, Giacomo Acciarini, Dario Izzo +1
Estimating the probability of collision between spacecraft is crucial for risk management and collision-avoidance strategies. Current methods often rely on Gaussian assumptions and…