DCD-PFN: A Decoupling-Aware Foundation Model for Causal Discovery

Zhengkang Guan, Yikang Chen, Yi He +5

Causal discovery is critical for understanding complex data-generating mechanisms, yet traditional algorithms often struggle with highly non-linear and noisy systems, or suffer fro…