Learning Mixtures of Sparse Linear Regressions Using Sparse Graph Codes

Dong Yin, Ramtin Pedarsani, Yudong Chen +1

In this paper, we consider the mixture of sparse linear regressions model. Let ${\beta }^{(1)},\dots ,{\beta }^{(L)}\in {\mathbb{C}}^n$ be $L$ unknown sparse parameter vectors with a total of $ K…