Causal ML for treatment effect estimation
Tutorial, Internal Seminar @ Computational Biology Research Centre, Human Technopole, Milan, Italy
Talks and presentations
Uncertainty quantification with (causal) prior-fitted networks
Presentation, Machine Learning Lunch at Vector, Vector Institute, Toronto, Canada
Causal ML for predicting treatment outcomes
Presentation, DaSCI Seminar, Andalusian Research Institute in Data Science and Computational Intelligence, online
Causal ML for predicting treatment outcomes
Guest lecture, Online Machine Learning School 2024 for Clinicians and Researchers in the field of Psychiatry and Neuroscience, online
Causal ML for treatment effect estimation
Tutorial, 3rd Munich Causal ML Workshop, LMU Munich, Munich, Germany
Causal ML for predicting treatment outcomes
Presentation, Tissue Image Analytics (TIA) seminar (University of Warwick), online
Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation, ICLR 2024 paper
Presentation, 2nd Munich Causal ML Workshop, LMU Munich, Munich, Germany
Causal Transformer for Estimating Counterfactual Outcomes & Normalizing Flows for Interventional Density Estimation, ICML 2022 & 2023 papers
Presentation, 1st Munich Causal ML Workshop, LMU Munich, Munich, Germany