Bayesian Credence Updating

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

• Credencesconcept0.808
  Graded doxastic attitudes distinct from full belief, which might not suffice for knowledge.
• Belief Updatingconcept0.789
  Recursive inference of hidden states and parameters using free energy minimization.
• Bayesian Model Expansionmethod0.764
  Adding new states or parameters to the generative model if it increases model evidence, enabling concept learning.
• Bayesian Inferencemethod0.763
• Bayesian ICL (Xie et al. 2022)framework0.758
  Prior framework explaining ICL as inference over task structure; UCCT adopts and extends the Bayesian lens
• Bayesian inversionconcept0.754
  Online inversion of nonlinear dynamic causal models using DEM.
• Bayesian Cognitive Scienceframework0.752
  Umbrella framework for brain-centric Bayesian approaches; contrasted with active inference
• Bayesian model evidenceconcept0.750
  The probability of sensory data under a generative model; negative log evidence is bounded by free energy.