2 papers
stat.ML2026
Partial Effective Information Decomposition for Synergistic Causality
Mingzhe Yang, Shuo Wang, Jiang Zhang
Causality is a central topic in scientific inquiry, yet for complex systems, the identification and analysis of synergistic causation remain a challenging and fundamental problem.…
q-bio.MN2025
Quantifying system-environment synergistic information by effective information decomposition
Mingzhe Yang, Linli Pan, Jiang Zhang
What is the most crucial characteristic of a system with life activity? Currently, many theories have attempted to explain the most essential difference between living systems and…