TY - GEN
T1 - Cube vs. cube low degree test
AU - Bhangale, Amey
AU - Dinur, Irit
AU - Navon, Inbal Livni
PY - 2017/11/1
Y1 - 2017/11/1
N2 - We revisit the Raz-Safra plane-vs.-plane test and study the closely related cube vs. cube test. In this test the tester has access to a "cubes table" which assigns to every cube a low degree polynomial. The tester randomly selects two cubes (affine sub-spaces of dimension 3) that intersect on a point x € Fm, and checks that the assignments to the cubes agree with each other on the point x. Our main result is a new combinatorial proof for a low degree test that comes closer to the soundness limit, as it works for all € ≥ poly(d)/|F| 1/2, where d is the degree. This should be compared to the previously best soundness value of € ≥ poly(m, d)/ |F| 1/8. Our soundness limit improves upon the dependence on the field size and does not depend on the dimension of the ambient space. Our proof is combinatorial and direct: unlike the Raz-Safra proof, it proceeds in one shot and does not require induction on the dimension of the ambient space. The ideas in our proof come from works on direct product testing which are even simpler in the current setting thanks to the low degree. Along the way we also prove a somewhat surprising fact about connection between different agreement tests: it does not matter if the tester chooses the cubes to intersect on points or on lines: for every given table, its success probability in either test is nearly the same.
AB - We revisit the Raz-Safra plane-vs.-plane test and study the closely related cube vs. cube test. In this test the tester has access to a "cubes table" which assigns to every cube a low degree polynomial. The tester randomly selects two cubes (affine sub-spaces of dimension 3) that intersect on a point x € Fm, and checks that the assignments to the cubes agree with each other on the point x. Our main result is a new combinatorial proof for a low degree test that comes closer to the soundness limit, as it works for all € ≥ poly(d)/|F| 1/2, where d is the degree. This should be compared to the previously best soundness value of € ≥ poly(m, d)/ |F| 1/8. Our soundness limit improves upon the dependence on the field size and does not depend on the dimension of the ambient space. Our proof is combinatorial and direct: unlike the Raz-Safra proof, it proceeds in one shot and does not require induction on the dimension of the ambient space. The ideas in our proof come from works on direct product testing which are even simpler in the current setting thanks to the low degree. Along the way we also prove a somewhat surprising fact about connection between different agreement tests: it does not matter if the tester chooses the cubes to intersect on points or on lines: for every given table, its success probability in either test is nearly the same.
KW - Locally Testable Codes
KW - Low Degree Test
KW - Probabilistically Checkable Proofs
UR - https://www.scopus.com/pages/publications/85028727069
U2 - 10.4230/LIPIcs.ITCS.2017.40
DO - 10.4230/LIPIcs.ITCS.2017.40
M3 - Conference contribution
AN - SCOPUS:85028727069
T3 - Leibniz International Proceedings in Informatics, LIPIcs
BT - 8th Innovations in Theoretical Computer Science Conference, ITCS 2017
A2 - Papadimitriou, Christos H.
PB - Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
T2 - 8th Innovations in Theoretical Computer Science Conference, ITCS 2017
Y2 - 9 January 2017 through 11 January 2017
ER -