Threshold Functions: Approximation, Pseudorandomness and Learning
Microsoft
Threshold Functions: Approximation, Pseudorandomness and Learning
Abstract: A degree-d threshold function is a boolean function of the form f(x) = sign(p(x)), where p(x) is a degree-d polynomial over the reals. This is a natural and well-studied class of functions that is of fundamental interest in various fields, including complexity theory, machine learning and game theory. We describe recent results on ...
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