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On Rigid Matrices and U-Polynomials

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Abstract

We introduce a class of polynomials, which we call U-polynomials, and show that the problem of explicitly constructing a rigid matrix can be reduced to the problem of explicitly constructing a small hitting set for this class. We prove that small-bias sets are hitting sets for the class of U-polynomials, though their size is larger than desired. Furthermore, we give two alternative proofs for the fact that small-bias sets induce rigid matrices.

Finally, we construct rigid matrices from unbalanced expanders, with essentially the same size as the construction via small-bias sets.

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References

  • N. Alon, J. Bruck, J. Naor, M. Naor & R. Roth (1992a). Construction of Asymptotically Good Low-Rate Error-Correcting Codes through Pseudo-Random Graphs. IEEE Transactions on Information Theory 38, 509–516.

  • Alon N., Chung F.R.K. (1988) Explicit Construction of Linear Sized Tolerant Networks. Discrete Mathematics 72(1): 15–19

    Article  MATH  MathSciNet  Google Scholar 

  • Alon N., Goldreich O., Håstad J., Peralta R. (1992) Simple Construction of Almost k-wise Independent Random Variables. Random Structures and Algorithms 3(3): 289–304

    Article  MATH  MathSciNet  Google Scholar 

  • N. Alon, R. Panigrahy & S. Yekhanin (2009). Deterministic approximation algorithms for the nearest codeword problem. In APPROX 09 / RANDOM 09: Proceedings of the 12th International Workshop and 13th International Workshop on Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques, 339–351.

  • Alon N., Roichman Y. (1994) Random Cayley Graphs and Expanders. Random Structures and Algorithms 5(2): 271–285

    Article  MATH  MathSciNet  Google Scholar 

  • V. Arvind & S. Srinivasan (2010). The Remote Point Problem, Small Bias Spaces, and Expanding Generator Sets. In Proceedings of the 27th International Symposium on Theoretical Aspects of Computer Science (STACS), 59–70.

  • A. Ben-Aroya & A. Ta-Shma (2009). Constructing small-bias sets from algebraic-geometric codes. In Proceedings of the 50th Annual IEEE symposium on Foundations of Computer science (FOCS), 191–197.

  • Z. Dvir (2010). On Matrix Rigidity and Locally Self-Correctable Codes. In Proceedings of the 25th IEEE Conference on Computational Complexity (CCC), 291–298.

  • Friedman J. (1993) A note on matrix rigidity. Combinatorica 13(2): 235–239

    Article  MATH  MathSciNet  Google Scholar 

  • Guruswami V., Umans C., Vadhan S. (2009) Unbalanced expanders and randomness extractors from Parvaresh–Vardy codes. J. ACM 56(4): 1–34

    Article  MathSciNet  Google Scholar 

  • Hoory S., Linial N., Wigderson A. (2006) Expander Graphs and their Applications. Bulleting of the American Mathematical Society 43: 439–561

    Article  MATH  MathSciNet  Google Scholar 

  • Kashin B.S., Razborov A.A. (1998) Improved lower bounds on the rigidity of Hadamard matrices. Mathematical Notes 63(4): 471–475

    Article  MATH  MathSciNet  Google Scholar 

  • S. V. Lokam (1995). Spectral Methods for Matrix Rigidity with Applications to Size-Depth Tradeoffs and Communication Complexity. In Proceedings of the 36th Annual Symposium on Foundations of Computer Science (FOCS), 6–15.

  • Lokam S.V. (2009) Complexity Lower Bounds using Linear Algebra. Foundations and Trends in Theoretical Computer Science 4(1-2): 1–155

    MATH  MathSciNet  Google Scholar 

  • F. J. MacWilliams & N. J. A. Sloane (1977). The Theory of Error-Correcting Codes, Part II. North-Holland.

  • Naor J., Naor M. (1993) Small-Bias Probability Spaces: Efficient Constructions and Applications. SIAM J. on Computing 22(4): 838–856

    Article  MATH  MathSciNet  Google Scholar 

  • R. O’Donnell (2014). Analysis of boolean functions. Cambridge University Press.

  • Pudlák P., Rödl V. (2004) Pseudorandom sets and explicit constructions of Ramsey graphs. Quad. Mat 13: 327–346

    Google Scholar 

  • Shokrollahi M.A., Spielman D., Stemann V. (1997) A remark on matrix rigidity. Information Processing Letters 64(6): 283–285

    Article  MathSciNet  Google Scholar 

  • L. G. Valiant (1977). Graph-theoretic arguments in low-level complexity. In Lecture notes in Computer Science, volume 53, 162–176. Springer.

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Correspondence to Gil Cohen.

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Research supported in part by an ERC Advanced grant, by a USA-Israeli BSF grant and by the Israeli I-Core program.

Research supported by Israel Science Foundation (ISF) grant.

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Alon, N., Cohen, G. On Rigid Matrices and U-Polynomials. comput. complex. 24, 851–879 (2015). https://doi.org/10.1007/s00037-015-0112-9

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