Conformal Meta-Learners for Predictive Inference of Individual Treatment Effects

In the talk, ML and health databases enable personalized healthcare. Bayesian methods, using Gaussian processes, predict treatment effects. Model-free approaches, employing conformal prediction, offer guarantees. The discussion explores future research avenues.