Moment-Matching Polynomials

  title={Moment-Matching Polynomials},
  author={Adam R. Klivans and Raghu Meka},
  journal={Electronic Colloquium on Computational Complexity (ECCC)},
We give a new framework for proving the existence of low-degr e , polynomial approximators for Boolean functions with respect to broad classes o f non-product distributions. Our proofs use techniques related to the classical moment probl em and deviate significantly from known Fourier-based methods, which require the underlying d stribution to have some product structure. Our main application is the first polynomial-time algorithm for agnostically learning any function of a constant number of… CONTINUE READING

From This Paper

Figures, tables, results, connections, and topics extracted from this paper.
5 Extracted Citations
25 Extracted References
Similar Papers

Referenced Papers

Publications referenced by this paper.

Similar Papers

Loading similar papers…