Yihong Wu

Polynomial Methods in Statistical Inference: Theory and Practice - Foundations and Trends (R) in Communications and Information Theory Yihong Wu

The authors of this monograph survey a suite of techniques based on the theory of polynomials, collectively referred to as polynomial methods. These techniques provide useful tools for the design of highly practical algorithms with provable optimality, and for establishing the fundamental limits of inference problems through moment matching.