Information-theoretic limits and approximate message-passing for high-dimensional time series

Daria Tieplova, Samriddha Lahiry, Jean Barbier

High-dimensional time series appear in many scientific setups, demanding a nuanced approach to model and analyze the underlying dependence structure. Theoretical advancements so fa…