Control Structures in Hypothesis Spaces: the Innuence on Learning
نویسندگان
چکیده
In any learnability setting, hypotheses are conjectured from some hypothesis space. Studied herein are the eeects on learnability of the presence or absence of certain control structures in the hypothesis space. First presented are control structure characterizations of some rather speciic but illustrative learnability results. Then presented are the main theorems. Each of these characterizes the invariance of a learning class over hypothesis space V (and a little more about V) as: V has suitable instances of all denotational control structures.
منابع مشابه
Control Structures in Hypothesis Spaces: The Influence on Learning
In any learnability setting, hypotheses are conjectured from some hypothesis space. Studied herein are the influence on learnability of the presence or absence of certain control structures in the hypothesis space. First presented are control structure characterizations of some rather specific but illustrative learnability results. The presence of these control structures is thereby shown essen...
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