Universal Darwinism As Bayesian Inference

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

• Natural Selection as Bayesian Model Selectionconcept0.770
  Analogy between evolution (model selection) and Bayesian model reduction; but evolution is not curious or insightful
• Bayesian Inferencemethod0.769
• Morphogenesis As Bayesian Inferenceframework0.769
  Variational approach to pattern formation and control in biology (Kuchling et al. 2020).
• Universality Hypothesisconcept0.759
  The hypothesis that analogous features and circuits reliably form across different neural network models and tasks
• Darwinian Evolution by Natural Selectionframework0.755
  The theory that variation and selection drive evolution; Schrödinger integrates it with quantum theory to explain gene stability.
• Bayes-optimal conditional inferenceconcept0.751
  The ideal limit of self-supervised learning as modeling the true conditional distribution.
• Selection (Darwinian)concept0.750
  The stage in the genetic algorithm where top 10% embryos by phenotypic fitness are selected.
• Variational Bayesian Inferenceframework0.750
  A method for approximate Bayesian inference that optimizes a variational lower bound (ELBO) on log evidence.