Two-sided Robustly Testable Codes

We show that the tensor product of two random linear codes is robustly testable with high probability. This implies that one can obtain pairs of linear codes such that their product and the product of their dual codes are simultaneously robustly testable. Such two-sided robustly testable codes (with a much weaker form of robustness) were the key ingredient in the recent constructions of asymptotically good quantum LDPC codes, which ensured their linear minimum distance. We hope that the existence of such codes with a stronger form of robustness, shown here, can be used to simplify the proofs and provide better distance bounds in these constructions. We also give new very simple examples of non-robustly testable codes. We show that if the parity-checks of two codes are mutually orthogonal, then their product is not robustly testable. In particular, this implies that the product of a code with its dual can never be robustly testable. We also study a property of a collection of linear codes called product-expansion, which can be viewed as a coboundary expansion of the cochain complex naturally associated with the product of these codes. We show that this property is related with the robust testability and the agreement testability of the products of codes.

[1]  G. Kalachev High-dimensional Expansion of Product Codes is Stronger than Robust and Agreement Testability , 2023, ArXiv.

[2]  Max Hopkins,et al.  Explicit Lower Bounds Against Ω(n)-Rounds of Sum-of-Squares , 2022, 2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS).

[3]  Uriya A. First,et al.  On Good 2-Query Locally Testable Codes from Sheaves on High Dimensional Expanders , 2022, ArXiv.

[4]  Anurag Anshu,et al.  NLTS Hamiltonians from Good Quantum Codes , 2022, STOC.

[5]  Thomas Vidick,et al.  Good Quantum LDPC Codes with Linear Time Decoders , 2022, STOC.

[6]  Anthony Leverrier,et al.  Efficient decoding up to a constant fraction of the code length for asymptotically good quantum codes , 2022, Electron. Colloquium Comput. Complex..

[7]  Eugene Tang,et al.  An Efficient Decoder for a Linear Distance Quantum LDPC Code , 2022, STOC.

[8]  Anthony Leverrier,et al.  Quantum Tanner codes , 2022, 2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS).

[9]  Ron Livne,et al.  Locally testable codes with constant rate, distance, and locality , 2021, Electron. Colloquium Comput. Complex..

[10]  Gleb Kalachev,et al.  Asymptotically good Quantum and locally testable classical LDPC codes , 2021, STOC.

[11]  Jeongwan Haah,et al.  Fiber bundle codes: breaking the n1/2 polylog(n) barrier for Quantum LDPC codes , 2020, STOC.

[12]  Nikolas P. Breuckmann,et al.  Balanced Product Quantum Codes , 2020, IEEE Transactions on Information Theory.

[13]  Gleb Kalachev,et al.  Quantum LDPC Codes With Almost Linear Minimum Distance , 2020, IEEE Transactions on Information Theory.

[14]  Matthew B. Hastings,et al.  Building manifolds from quantum codes , 2020, Geometric and Functional Analysis.

[15]  Chuan-Shen Hu A Brief Note for Sheaf Structures on Posets , 2020, 2010.09651.

[16]  Robert Ghrist,et al.  Toward a spectral theory of cellular sheaves , 2018, Journal of Applied and Computational Topology.

[17]  Irit Dinur,et al.  High Dimensional Expanders Imply Agreement Expanders , 2017, 2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS).

[18]  Gilles Zémor,et al.  Quantum Expander Codes , 2015, 2015 IEEE 56th Annual Symposium on Foundations of Computer Science.

[19]  Robert Ghrist,et al.  Elementary Applied Topology , 2014 .

[20]  J. Curry Sheaves, Cosheaves and Applications , 2013, 1303.3255.

[21]  Or Meir,et al.  The tensor product of two good codes is not necessarily robustly testable , 2012, Inf. Process. Lett..

[22]  Or Meir,et al.  On the rectangle method in proofs of robustness of tensor products , 2012, Inf. Process. Lett..

[23]  M. Gromov Singularities, Expanders and Topology of Maps. Part 2: from Combinatorics to Topology Via Algebraic Isoperimetry , 2010 .

[24]  C. Doarn,et al.  Where is the proof? , 2010, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

[25]  J. Tillich,et al.  Quantum LDPC codes with positive rate and minimum distance proportional to n½ , 2009, ISIT.

[26]  Frank R. Kschischang,et al.  Coding for Errors and Erasures in Random Network Coding , 2007, IEEE Transactions on Information Theory.

[27]  Nathan Linial,et al.  Homological Connectivity Of Random 2-Complexes , 2006, Comb..

[28]  Paul Valiant,et al.  The Tensor Product of Two Codes Is Not Necessarily Robustly Testable , 2005, APPROX-RANDOM.

[29]  Eli Ben-Sasson,et al.  Robust locally testable codes and products of codes , 2004, Random Struct. Algorithms.

[30]  G. Mitchison,et al.  Sparse-graph codes for quantum error correction , 2003, IEEE Transactions on Information Theory.

[31]  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..

[32]  James F. Davis,et al.  Homology with local coefficients , 2001 .

[33]  Steane,et al.  Error Correcting Codes in Quantum Theory. , 1996, Physical review letters.

[34]  Shor,et al.  Good quantum error-correcting codes exist. , 1995, Physical review. A, Atomic, molecular, and optical physics.

[35]  Daniel A. Spielman,et al.  Nearly-linear size holographic proofs , 1994, STOC '94.

[36]  Leonard Evens,et al.  Cohomology of groups , 1991, Oxford mathematical monographs.

[37]  M. Kashiwara The Riemann-Hilbert Problem for Holonomic Systems , 1984 .

[38]  Spencer W. Ng,et al.  Dual product codes for correction of multiple low-density burst errors , 1973, IEEE Trans. Inf. Theory.

[39]  Jack K. Wolf,et al.  On codes derivable from the tensor product of check matrices , 1965, IEEE Trans. Inf. Theory.

[40]  I. Djordjevic Quantum Low-Density Parity-Check Codes , 2012 .

[41]  Avi Wigderson,et al.  Robust local testability of tensor products of LDPC codes ? , 2006 .

[42]  Arun Ram Some homological algebra , 2005 .

[43]  K. Brown,et al.  Graduate Texts in Mathematics , 1982 .

[44]  R. Gallager,et al.  Low-Density Parity-Check Codes , 1963 .

[45]  E. C. Zeeman,et al.  Dihomology: I. Relations Between Homology Theories , 1962 .