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Paper:

TR20-136 | 11th September 2020 07:57

Explicit and structured sum of squares lower bounds from high dimensional expanders

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TR20-136
Authors: Irit Dinur, Yuval Filmus, Prahladh Harsha, Madhur Tulsiani
Publication: 11th September 2020 07:58
Downloads: 234
Keywords: 


Abstract:

We construct an explicit family of 3XOR instances which is hard for Omega(sqrt(log n)) levels of the Sum-of-Squares hierarchy. In contrast to earlier constructions, which involve a random component, our systems can be constructed explicitly in deterministic polynomial time.
Our construction is based on the high-dimensional expanders devised by Lubotzky, Samuels and Vishne, known as LSV complexes or Ramanujan complexes, and our analysis is based on two notions of expansion for these complexes: cosystolic expansion, and a local isoperimetric inequality due to Gromov.
Our construction offers an interesting contrast to the recent work of Alev, Jeronimo and the last author (FOCS 2019). They showed that 3XOR instances in which the variables correspond to vertices in a high-dimensional expander are easy to solve. In contrast, in our instances the variables correspond to the edges of the complex.



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