Conformal Meta-Learners for Predictive Inference of Individual Treatment Effects

Ahmed M. Alaa, Berkley University of California

15.06.2023

6:00 pm - 7:30 pm

LMU Institute of AI in Management via zoom

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.

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Colloquium • 15.01.2025 • LMU Department of Statistics and via zoom

Additive Density-on-Scalar Regression in Bayes Hilbert Spaces With an Application to Gender Economics

15.01.25, 4-6 pm: LMU Statistics Colloquium with Sonja Greven (HU Berlin) introducing a novel approach to modeling densities.

Conformal Meta-Learners for Predictive Inference of Individual Treatment Effects

Ahmed M. Alaa, Berkley University of California

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