Recent & Upcoming Talks

2023

Moving beyond I.I.D.: Causal de Finetti and OOV Generalization

Apr 18, 2023 9:50 AM — 10:10 AM Max Planck Institute for Intelligent Systems

Siyuan Guo

2022

Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data

Learning causal structure from observational data often assumes we observe independent and identically distributed (i.i.d.) data. It …

Nov 4, 2022 12:00 PM — 1:00 PM Function Space, UCL Centre for Artificial Intelligence, 1st Floor

Siyuan Guo