Bichromatic Hamming Close Pair

Given two sets A={a1,…,an}⊆{0,1}dA = \{a_1, \ldots, a_n\} \subseteq \{0, 1\}^d and B={b1,…,bn}⊆{0,1}dB = \{b_1, \ldots, b_n\} \subseteq \{0, 1\}^d of nn binary vectors and an integer t∈{2,…,d}t \in \{2, \ldots, d\}, decide if there exists a pair a∈Aa \in A and b∈Bb \in B such that the number of coordinates in which they differ is less than tt (formally, Hamming(a,b):=∣∣a−b∣∣1<tHamming(a, b) := ||a − b||1 < t). If there is such a pair (a,b)(a, b), we call it a close pair.

Parameters

  • nn: number of binary vectors in each set
  • dd: dimensionality of vectors
  • tt: max Hamming distance

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Approximation

Algorithms Table

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