Learning Circuits

4. If f is random (in the sense that a bit is chosen at random to be the output for a particular input), then there is no way to find such an h in less than exponential time, as we would have to sample each possible input. Instead we will look at learning f when it comes from certain special families of functions such as (i) constant depth polysize circuits, and (ii) the set of “small” decision trees.