Learning Read-Once Functions Individually
Učënye zapiski Kazanskogo universiteta. Seriâ Fiziko-matematičeskie nauki, Kazanskii Gosudarstvennyi Universitet. Uchenye Zapiski. Seriya Fiziko-Matematichaskie Nauki, Tome 151 (2009) no. 2, pp. 36-44
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The paper considers special properties of graphs linked to read-once functions and the task of learning them individually. A main theorem characterizing the set of all checking tests is proved; the results are applied to the problem of learning with respect to read-once alternatives in the basis of all two-variable functions. Individual upper bounds for minimal test length are obtained and a sequence of easily learned functions is constructed.
Keywords: read-once functions, tests, learning, read-once alternative, individual learning, disconnected graph.
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A. A. Voronenko; D. V. Chistikov. Learning Read-Once Functions Individually. Učënye zapiski Kazanskogo universiteta. Seriâ Fiziko-matematičeskie nauki, Kazanskii Gosudarstvennyi Universitet. Uchenye Zapiski. Seriya Fiziko-Matematichaskie Nauki, Tome 151 (2009) no. 2, pp. 36-44. http://geodesic.mathdoc.fr/item/UZKU_2009_151_2_a4/

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