Tolerant Junta Testing and the Connection to Submodular Optimization and Function Isomorphism
نویسندگان
چکیده
منابع مشابه
Tolerant Junta Testing and the Connection to Submodular Optimization and Function Isomorphism
The function f : {−1, 1}n → {−1, 1} is a k-junta if it depends on at most k of its variables. We consider the problem of tolerant testing of k-juntas, where the testing algorithm must accept any function that is ǫ-close to some k-junta and reject any function that is ǫ-far from every k-junta for some ǫ = O(ǫ) and k = O(k). Our first result is an algorithm that solves this problem with query com...
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ژورنال
عنوان ژورنال: ACM Transactions on Computation Theory
سال: 2019
ISSN: 1942-3454,1942-3462
DOI: 10.1145/3337789