focalinterest.com

Bipartite graph

  1. Entropy bounds limit perfect matchings in bipartite hypergraphs
  2. Network DLN shows cost-adjusted utility gains at large scale
    Computational models of cognitive stages show that network-stage architectures outperform linear stages through estimation efficiency and explicit exposure tracking, not just parameter reduction.