Gianluca Bontempi

Learning causal dependencies in large-variate time series

2020

A major challenge in causal inference from observational data is to discriminate between associative dependencies and effective causal relationships. This is particularly challenging in large-variate and temporal settings (e.g. in spatio-temporal time series) where the …