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- W430838513 abstract "We introduce a new approach for exploring how humans learn and represent functional relationships based on limited observations. We focus on a problem called superspace extrapolation, where learners observe training examples drawn from an n-dimensional space and must extrapolate to an n+ 1dimensional superspace of the training examples. Many existing psychological models predict that superspace extrapolation should be fundamentally underdetermined, but we show that humans are able to extrapolate both linear and non-linear functions under these conditions. We also show that a Bayesian model can account for our results given a hypothesis space that includes families of simple functional relationships." @default.
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- W430838513 date "2012-01-01" @default.
- W430838513 modified "2023-09-26" @default.
- W430838513 title "Superspace extrapolation reveals inductive biases in function learning" @default.
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