causal representation learning

Causal Reasoning in Medical Digital Twins: Methods and Architectures

Sakhaa Alsaedi, Ph.D. Student, Computer Science

Apr 29, 03:00 - 05:00

B3 R5209

explainable AI reasoning causal representation learning medical digital twins personalized medicine AI AI for healthcare

This dissertation develops a principled computational framework for causal reasoning in Medical digital twins (MDT) systems, moving beyond correlation-driven approaches toward explainable and biologically grounded decision support.

Causal Representation Learning

Ali Tajer, Professor, Electrical, Computer, and Systems Engineering

Jan 15, 15:00 - 16:00

B1 L2 2202

machine learning causal representation learning statistical learning Information theory

In this talk, we will explore the latest advancements in the emerging field of causal representation learning (CRL).