Improved Algorithm for Tolerant Junta Testing

In this paper, we consider the problem of tolerant junta testing for boolean function. Compared with the prior work by Blais et al., we provide improved results in terms of both the parameter gap and query complexity. Compared with the prior work by De et al., our work did not close the parameter gap, but we removed the $2^k$ term of the query complexity.