Entropy-based Discovery of Summary Causal Graphs in Time Series

Charles K. Assaad, Emilie Devijver, Eric Gaussier

This study addresses the problem of learning a summary causal graph on time series with potentially different sampling rates. To do so, we first propose a new causal temporal mutua…