Xuchu Dai

A Sequential Markov Probabilistic Aggregation Algorithm for Causal Emergence in Markov Aggregation

Causal emergence (CE) is a phenomenon in which macrodynamics provide better effective information (EI) than microdynamics. The CE is widely used as the objective function in Markov aggregation. The existing works focus on deterministic aggregation, which may not offer a good solu...