framework
active
framework:minimum-description-lengthMinimum Description Length
Related to variational free energy; compressibility corresponds to complexity reduction in structure learning
Neighborhood — ranked by edge-count
Concepts (1)
concept
- Structure Learningassociated_withUpdating the structure of the generative model to better account for observations via Bayesian model reduction and expansion.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Probing approach that explicitly controls probe complexity via information-theoretic criteria
- Hypothesis that discretization finds minimum-size circuits equivalent to minimal algorithmic descriptions of patterns
- Product with the minimum set of concepts needed to be viable; concept dependences guide its selection.
- Field studying evolutionary origins of cognitive capacities in bacteria, slime moulds, plants, tissues; demonstrates sentience need not require high-order reflection.
- The set of objects A of a formal concept (A,B).
- Principles like least action that produce efficient forms in nature, contributing to simplicity and good shape.