Causal structure learning for latent intervened non-stationary data

C Liu, K Kuang - International Conference on Machine …, 2023 - proceedings.mlr.press
Causal structure learning can reveal the causal mechanism behind natural systems. It is well
studied that the multiple domain data consisting of observational and interventional samples …

[HTML][HTML] A Synergistic Perspective on Multivariate Computation and Causality in Complex Systems

TF Varley - Entropy, 2024 - pmc.ncbi.nlm.nih.gov
What does it mean for a complex system to “compute” or perform “computations”? Intuitively,
we can understand complex “computation” as occurring when a system's state is a function …