Bayes’ Circle: We can only see the world through our posteriors. When we measure priors and likelihoods in the world, our measurements are necessarily filtered through our posteriors. Using our measurements of priors and likelihoods to just…It is, of course, possible to pursue a Bayesian approach to perception without getting mired in Bayes’ circle. Indeed, Bayesian approaches are among the most promising in the field. Conditional probabilities turn up everywhere in perception…What might those options be? That depends on which constraints one postulates between interface and world. Suppose, for instance, that one wants a minimal constraint that allows probabilities of interface events to be informative about prob…
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