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en:group:seminars:20110413 [2011/04/14 10:58] maatouk |
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==== abstract ==== | ==== abstract ==== | ||
- | abstract | + | Locally testable codes, i.e., codes where membership in the code is |
+ | testable with a constant number of queries, have played a central role | ||
+ | in complexity theory. It is well known that a code must be a | ||
+ | "low-density parity check" (LDPC) code for it to be locally testable, | ||
+ | but few LDPC codes are known to the locally testable, and even fewer | ||
+ | classes of LDPC codes are known not to be locally testable. Indeed, most | ||
+ | previous examples of codes that are not locally testable were also not | ||
+ | LDPC. The only exception was in the work of Ben-Sasson et al. (SICOMP, | ||
+ | 2005) who showed that random LDPC codes are not locally testable. Random | ||
+ | codes lack "structure" and in particular "symmetries" motivating the | ||
+ | possibility that "symmetric LDPC" codes are locally testable, a question | ||
+ | raised in the work of Alon et al. (IEEE IT, 2005). If true such a result | ||
+ | would capture many of the basic ingredients of known locally testable | ||
+ | codes. | ||
+ | |||
+ | In this work we rule out such a possibility by giving a highly symmetric | ||
+ | ("2-transitive") family of LDPC codes that are not testable with a | ||
+ | constant number of queries. We do so by continuing the exploration of | ||
+ | "affine-invariant codes" --- codes where the coordinates of the words | ||
+ | are associated with a finite field, and the code is invariant under | ||
+ | affine transformations of the field. New to our study is the use of | ||
+ | fields that have many subfields, and showing that such a setting allows | ||
+ | sufficient richness to provide new obstacles to local testability, even | ||
+ | in the presence of structure and symmetry. | ||
+ | |||
+ | This is joint work with Eli Ben-Sasson, Amir Shpilka and Madhu Sudan. |