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Inductive inference with procrastination: back to definitions

Ambainis A., Freivalds R., Smith C.H.

Fundamenta Informaticae

1999

Vol. 40, Nr 1

1-16

In this paper, we reconsider the definition of procrastinating learning machines. In the original definition of Freivalds and Smith [FS93], constructive ordinals are used to bound mindchanges. We investigate possibility of using arbitrary linearly ordered sets to bound mindchanges in similar way. It turns out that using certain ordered sets it is possible to define inductive inference types different from the previously known ones. We investigate properties of the new inductive inference types and compare them to other types.