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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 mistakebounded learner for a class C implies an efficient PAC learner for C Concretely, let C be a function class with domain X E and binary labels Y E Assume that C can be learned by algorithmlearner 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 PAClearning algorithm, B that can PAC learn concept class C with respect to an arbitrary distribution D over using algorithm A as a subroutine.
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