Local decoding and testing of polynomials over grids

We study the local decodability and (tolerant) local testability of low‐degree n‐variate polynomials over arbitrary fields, evaluated over the domain {0,1}n. We show that for every field there is a tolerant local test whose query complexity depends only on the degree. In contrast we show that decodability is possible over fields of positive characteristic, but not over the reals.

[1]  Yury Polyanskiy Hypercontractivity of spherical averages in Hamming space , 2019, SIAM J. Discret. Math..

[2]  R. Sarpong,et al.  Bio-inspired synthesis of xishacorenes A, B, and C, and a new congener from fuscol† †Electronic supplementary information (ESI) available. See DOI: 10.1039/c9sc02572c , 2019, Chemical science.

[3]  Swastik Kopparty,et al.  Decoding Reed-Muller Codes over Product Sets , 2015, Theory Comput..

[4]  Ryan O'Donnell,et al.  Analysis of Boolean Functions , 2014, ArXiv.

[5]  Madhu Sudan,et al.  Optimal Testing of Reed-Muller Codes , 2009, 2010 IEEE 51st Annual Symposium on Foundations of Computer Science.

[6]  Alessandro Panconesi,et al.  Concentration of Measure for the Analysis of Randomized Algorithms , 2009 .

[7]  Madhu Sudan,et al.  Algebraic property testing: the role of invariance , 2008, Electron. Colloquium Comput. Complex..

[8]  Irit Dinur The PCP theorem by gap amplification , 2007, J. ACM.

[9]  Noga Alon,et al.  Testing Reed-Muller codes , 2005, IEEE Transactions on Information Theory.

[10]  Dana Ron,et al.  Testing polynomials over general fields , 2004, 45th Annual IEEE Symposium on Foundations of Computer Science.

[11]  Atri Rudra,et al.  Testing low-degree polynomials over prime fields , 2004, 45th Annual IEEE Symposium on Foundations of Computer Science.

[12]  Eli Ben-Sasson,et al.  Some 3CNF properties are hard to test , 2003, STOC '03.

[13]  Oded Goldreich,et al.  Locally testable codes and PCPs of almost-linear length , 2002, The 43rd Annual IEEE Symposium on Foundations of Computer Science, 2002. Proceedings..

[14]  Jonathan Katz,et al.  On the efficiency of local decoding procedures for error-correcting codes , 2000, STOC '00.

[15]  Sanjeev Arora,et al.  Probabilistic checking of proofs: a new characterization of NP , 1998, JACM.

[16]  Dana Ron,et al.  Property testing and its connection to learning and approximation , 1996, Proceedings of 37th Conference on Foundations of Computer Science.

[17]  Ronitt Rubinfeld,et al.  Robust Characterizations of Polynomials with Applications to Program Testing , 1996, SIAM J. Comput..

[18]  Noga Alon,et al.  Covering the Cube by Affine Hyperplanes , 1993, Eur. J. Comb..

[19]  Carsten Lund,et al.  Proof verification and hardness of approximation problems , 1992, Proceedings., 33rd Annual Symposium on Foundations of Computer Science.

[20]  Adi Shamir,et al.  IP = PSPACE , 1992, JACM.

[21]  Carsten Lund,et al.  Algebraic methods for interactive proof systems , 1990, Proceedings [1990] 31st Annual Symposium on Foundations of Computer Science.

[22]  Manuel Blum,et al.  Self-testing/correcting with applications to numerical problems , 1990, STOC '90.

[23]  Joan Feigenbaum,et al.  Hiding Instances in Multioracle Queries , 1990, STACS.

[24]  Alexander A. Razborov,et al.  On the method of approximations , 1989, STOC '89.

[25]  Richard J. Lipton,et al.  New Directions In Testing , 1989, Distributed Computing And Cryptography.

[26]  Avi Wigderson,et al.  Completeness Theorems for Non-Cryptographic Fault-Tolerant Distributed Computation (Extended Abstract) , 1988, STOC.

[27]  Avi Wigderson,et al.  Completeness theorems for non-cryptographic fault-tolerant distributed computation , 1988, STOC '88.

[28]  Noga Alon,et al.  Balancing sets of vectors , 1988, IEEE Trans. Inf. Theory.

[29]  Vijay V. Vazirani,et al.  Matching is as easy as matrix inversion , 1987, STOC.

[30]  Jacob T. Schwartz,et al.  Fast Probabilistic Algorithms for Verification of Polynomial Identities , 1980, J. ACM.

[31]  Manuel Blum,et al.  Equivalence of Free Boolean Graphs can be Decided Probabilistically in Polynomial Time , 1980, Inf. Process. Lett..

[32]  Adi Shamir,et al.  How to share a secret , 1979, CACM.

[33]  Richard Zippel,et al.  Probabilistic algorithms for sparse polynomials , 1979, EUROSAM.

[34]  Edward W. Ng Symbolic and Algebraic Computation, EUROSAM '79, An International Symposiumon Symbolic and Algebraic Computation, Marseille, France, June 1979, Proceedings , 1979, EUROSAM.

[35]  Richard J. Lipton,et al.  A Probabilistic Remark on Algebraic Program Testing , 1978, Inf. Process. Lett..

[36]  A. Bonami Étude des coefficients de Fourier des fonctions de $L^p(G)$ , 1970 .

[37]  David E. Muller,et al.  Application of Boolean algebra to switching circuit design and to error detection , 1954, Trans. I R E Prof. Group Electron. Comput..

[38]  Irving S. Reed,et al.  A class of multiple-error-correcting codes and the decoding scheme , 1954, Trans. IRE Prof. Group Inf. Theory.