Small-Bias Sets

Small-Bias Sets - Amir Yehudayoff

Amir Yehudayoff
Institute for Advanced Study
May 11, 2010

An epsilon-biased set X in {0,1}n is a set so that for every non-empty set T in [n] the following holds. The random bit B(T) obtained by selecting at random a vector x in X, and computing the mod-2 sum of its T-coordinates, has bias at most epsilon. Such sets may be viewed as generating matrices of binary error correcting codes of distance (1/2 - epsilon), as well as pseudorandom sets in the sense that all their nontrivial Fourier coefficients are at most epsilon in absolute value. Determining the smallest size of such an epsilon-biased sets X, and explicitly constructing them has a long history.

We shall survey three constructions of epsilon-bias sets, each is better in some range of parameters. The first construction is by Alon, Goldreich, Hastad and Peralta and gives an explicit epsilon-biased set X of size at most order (n/eps)2. The second construction, of Alon, Bruck, Naor, Naor and Roth, gives a set X of size at most roughly n/eps3. The third construction is by Ben-Aroya and Ta-Shma and gives roughly (n/eps2)5/4 for epsilon at least n-0.5 (which is better than previous constructions for eps = 1/n, for example). The last two constructions (can) use algebraic-geometric codes. If time permits, we shall discuss the connection to algebraic geometry codes in more detail.