arxivstat.MEstat.ML2026-07-23
Reconstruction of Enhanced Causal Omnidirectional Network (RECON)
Praveen Niranda, Peter T. McKenney, Guifang Fu
Learning a dynamical system and reconstructing the underlying regulatory network from $p$ discretely observed state trajectories remain challenging problems. Existing approaches often produced a large number of spurious edges and suffered from several methodological limitations.…