Lecture by Eleni Sgouritsa: “Identifying confounders and telling cause from effect using latent variable models”

Eleni Sgouritsa presents her work on Tuesday, November 4th , 12:00pm, Seminar Room I, Institute of Computer Science, Foundation for Research and Technology Hellas (FORTH). Title: Identifying confounders and telling cause from effect using latent variable models Abstract: Drawing causal conclusions from observed statistical dependencies is a fundamental problem. Conditional independence-based causal discovery (e.g., PC […]

Talk at MPI for Intelligent Systems in Tuebingen

Pr. Ioannis Tsamardinos is invited to give a talk at MPI for Intelligent Systems in Tuebingen. Title: Advances in Integrative Causal Analysis Abstract: We’ll present the concept and approach of Integrative Causal Analysis(INCA), where causal models and relations are induced from multiple,heterogeneous datasets. The datasets maybe heterogeneous in terms of the variable sets they measure […]