Abstract | ||
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We study the structure of non-expanding sets in the Grassmann graph. We put forth a hypothesis stating that every small set whose expansion is smaller than 1−δ must be correlated with one of a specified list of sets which are isomorphic to smaller Grassmann graphs. We develop a framework of Fourier analysis for analyzing functions over the Grassmann graph, and prove that our hypothesis holds for all sets whose expansion is below 7/8.
In the companion submitted paper [Dinur, Khot, Kindler, Minzer and Safra, STOC 2018], the authors show that a linearity agreement hypothesis implies an NP-hardness gap of 1/2− vs for unique games and other inapproximability results. In [Barak, Kothari and Steurer, ECCC TR18-077], the authors show that the hypothesis in this work implies the linearity agreement hypothesis of [Dinur, Khot, Kindler, Minzer and Safra, STOC 2018]. Combined with our main theorem here this proves a version of the linearity agreement hypothesis with certain specific parameters. Short of proving the entire hypothesis, this nevertheless suffices for getting new unconditional NP hardness gaps for label cover with 2-to-1 and unique constraints.
Our Expansion Hypothesis has been subsequently proved in its full form [Khot, Minzer and Safra, ECCC TR18-006] thereby proving the agreement hypothesis of [Dinur, Khot, Kindler, Minzer and Safra, STOC 2018] and completing the proof of the 2-to-1 Games Conjecture (albeit with imperfect completeness).
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Year | DOI | Venue |
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2018 | 10.1145/3188745.3188806 | STOC '18: Symposium on Theory of Computing
Los Angeles
CA
USA
June, 2018 |
Keywords | DocType | ISSN |
PCP,2-to-2 Games,Unique Games,Grassmann Graph | Conference | 0737-8017 |
ISBN | Citations | PageRank |
978-1-4503-5559-9 | 7 | 0.54 |
References | Authors | |
7 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Irit Dinur | 1 | 1187 | 85.67 |
Subhash Khot | 2 | 2064 | 112.51 |
Guy Kindler | 3 | 515 | 32.02 |
Dor Minzer | 4 | 36 | 6.60 |
Muli Safra | 5 | 149 | 12.53 |