An Invariance Principle for the Multi-slice, with Applications

Abstract

Given an alphabet size m∈N thought of as a constant, and k⃗ =(k1,…,km) whose entries sum of up n , the k⃗ -multi-slice is the set of vectors x∈[m]n in which each symbol i∈[m] appears precisely ki times. We show an invariance principle for low-degree functions over the multi-slice, to functions over the product space ( [m]n,μn ) in which μ(i)=ki/n . This answers a question raised by [21]. As applications of the invariance principle, we show: 1)An analogue of the “dictatorship test implies computational hardness” paradigm for problems with perfect completeness, for a certain class of dictatorship tests. Our computational hardness is proved assuming a recent strengthening of the Unique-Games Conjecture, called the Rich 2-to-1 Games Conjecture. Using this analogue, we show that assuming the Rich 2-to-1 Games Conjecture, (a) there is an r -ary CSP Pr for which it is NP-hard to distinguish satisfiable instances of the CSP and instances that are at most 2r+12r+o(1) satisfiable, and (b) hardness of distinguishing 3-colorable graphs, and graphs that do not contain an independent set of size o(1) . 2)A reduction of the problem of studying expectations of products of functions on the multi-slice to studying expectations of products of functions on correlated, product spaces. In particular, we are able to deduce analogues of the Gaussian bounds from [38] for the multi-slice. 3)In a companion paper, we show further applications of our invariance principle in extremal combinatorics, and more specifically to proving removal lemmas of a wide family of hypergraphs H called ζ -forests, which is a natural extension of the well-studied case of matchings.