A confirmation bias in perceptual decision-making due to hierarchical approximate inference.
Richard D. LangeAnkani ChattorajJeffrey M. BeckJacob L. YatesRalf M. HaefnerPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- approximate inference
- graphical models
- probabilistic inference
- belief propagation
- exact inference
- gaussian process
- message passing
- parameter estimation
- bayesian networks
- loopy belief propagation
- variational methods
- latent variables
- expectation propagation
- factor graphs
- structured prediction
- dynamic bayesian networks
- conditional random fields
- free energy
- probabilistic model
- stereo matching
- generalized belief propagation
- random variables
- image processing