Structured Local Minima in Sparse Blind Deconvolution

Yuqian Zhang, Han-wen Kuo, John Wright

Neural Information Processing Systems 

This paper focuses on the short and sparse blind deconvolu-tion problem, where the one unknown signal is short and the other one is sparsely and randomly supported.