PExact = Exact learning

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Abstract

The Probably Exact model (PExact) is a relaxation of the Exact model, introduced in by Bshouty. In this paper, we show that the PExact model is equivalent to the Exact model. We also show that in the Exact model, the adversary (oracle) gains no additional power from knowing the learners' coin tosses a-priory.

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Gavinsky, D., & Owshanko, A. (2004). PExact = Exact learning. In Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) (Vol. 3120, pp. 200–209). Springer Verlag. https://doi.org/10.1007/978-3-540-27819-1_14

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