In this brief, a class of weighted quantized kernel recursive least squares (WQKRLS) algorithms is proposed to efficiently improve the performance of online applications. In the proposed WQKRLS, an ...

Approximate message passing (AMP) refers to a class of efficient algorithms for statistical estimation in highdimensional problems such as compressed sensing and lowrank matrix estimation. This paper ...