Natural Selection as Bayesian Model Selection

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Friston & Penny (2011) — Post hoc Bayesian model selectionconcept0.814
  Source paper for Bayesian model reduction methodology used in structure learning
• model selectionconcept0.806
  Comparing models using log-evidence approximated by free energy.
• ByCS: Bayesian Example Selectionframework0.795
  Selection/weighting strategy for ICL demonstrations; in UCCT terms alters context posterior
• Selection (Darwinian)concept0.789
  The stage in the genetic algorithm where top 10% embryos by phenotypic fitness are selected.
• Darwinian Evolution by Natural Selectionframework0.786
  The theory that variation and selection drive evolution; Schrödinger integrates it with quantum theory to explain gene stability.
• Bayesian Model Expansionmethod0.781
  Adding new states or parameters to the generative model if it increases model evidence, enabling concept learning.
• Bayesian model evidenceconcept0.780
  The probability of sensory data under a generative model; negative log evidence is bounded by free energy.
• Bayesian Decision Theoryframework0.771
  Framework for maximizing expected utility under uncertainty.