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In this problem we will show that the existence of an efficient mistake - bounded learner for a class C implies an efficient PAC learner

In this problem we will show that the existence of an efficient mistake-bounded learner for a class C implies an efficient PAC learner for C. Concretely, let C be a function class with domain X E{-1,1}" and binary labels Y E{-1,1}. Assume that C can be learned by algorithm/learner A with some mistake bound t. You may assume you know the value t. You may also assume that at each iteration, A runs in time polynomial in n and that A only updates its state when it gets an example wrong. The concrete goal of this problem is to create a PAC-learning algorithm, B, that can PAC- learn concept class C with respect to an arbitrary distribution D over {-1,1}" using algorithm A as a sub-routine.

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