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Linear consistency testing (1999)

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by Yonatan Aumann , Michael O. Rabin , Madhu Sudan
Venue:In Proceedings of RANDOM
Citations:7 - 1 self
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BibTeX

@INPROCEEDINGS{Aumann99linearconsistency,
    author = {Yonatan Aumann and Michael O. Rabin and Madhu Sudan},
    title = {Linear consistency testing},
    booktitle = {In Proceedings of RANDOM},
    year = {1999},
    pages = {109--120}
}

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Abstract

We extend the notion of linearity testing to the task of checking linear-consistency of multiple functions. Informally, functions are “linear ” if their graphs form straight lines on the plane. Two such functions are “consistent ” if the lines have the same slope. We propose a variant of a test of Blum, Luby and Rubinfeld [8] to check the linear-consistency of three functions f1,f2,f3 mapping a finite Abelian group G to an Abelian group H: Pick x, y ∈ G uniformly and independently at random and check if f1(x)+f2(y) =f3(x + y). We analyze this test for two cases: (1) G and H are arbitrary Abelian groups and (2) G = Fn 2 and H = F2. Questions bearing close relationship to linear-consistency testing seem to have been implicitly considered in recent work on the construction of PCPs and in particular in the work of H˚astad [9]. It is abstracted explicitly for the first time here. As an application of our results we give yet another new and tight characterization of NP, namely ∀ɛ>0, NP = MIP 1 1−ɛ, [O(log n), 3, 1]. 2 I.e., every language in NP has 3-prover 1-round proof systems in which the verifier tosses O(log n) coins and asks each of the three provers one question each. The provers respond with one bit

Citations

605 Proof Verification and the Hardness of Approximation Problems - Arora, Lund, et al. - 1998
561 Some optimal inapproximability results - Hastad - 2001
319 Probabilistic checking of proofs: a new characterization of NP - Arora, Safra - 1998
297 R.: Self-Testing/Correcting with Application to Numerical Problems - Blum, Luby, et al. - 1990
280 Designing programs that check their work - Blum, Kannan - 1995
247 A parallel repetition theorem - Raz - 1998
191 Free bits, PCPs, and non-approximability — towards tight results - Bellare, Goldreich, et al. - 1998
161 Efficient probabilistically checkable proofs and applications to approximations - Bellare, Goldwasser, et al. - 1993
69 Approximation algorithms for constraint satisfaction problems involving at most three variables per constraint - Zwick - 1998
68 A PCP characterization of NP with optimal amortized query complexity - Samorodnitsky, Trevisan - 2000
50 Linearity testing in characteristic two - Bellare, Coppersmith, et al. - 1996
39 Proof veri and hardness of approximation problems - Arora, Lund, et al. - 1998
27 Some optimal inapproximability results - ˚ASTAD - 1997
24 Recycling queries in pcps and in linearity tests - Trevisan - 1998
23 Positive linear programming, parallel approximation and pcps - Trevisan
19 Ecient probabilistically checkable proofs and applications to approximation - Bellare, Goldwasser, et al. - 1993
2 Simple analysis of graph tests. Manuscript - astad, Wigerson - 2000
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